---------------------------------------------------------------------------------------------------------------------------
      name:  <unnamed>
       log:  /Users/clotairemit.edu/Dropbox (MIT)/J-PAL Raskin Transition/10_Analysis&Results/Agent Experiment Analysis/03_
> Logs/20240426_HH_SUS.log
  log type:  text
 opened on:  26 Apr 2024, 10:29:55

. 
. clear

. set more off

. 
. set seed 11022022

. 
. global finance_data "$cleaned/finance"

. 
. ** Globals
. * global output                       "."
. * global importable                   "."
. 
. qui cd "$output/ster_files/20210226_finance"

. 
. /*----------------------------------------------------*/
.         /* Section: HH Regressions (Mar 19) */
. /*----------------------------------------------------*/
. 
.   u "$finance_data/susenas_mar19_finance_treats_lasso.dta", clear

. 
.   * locals for regressions
.   local 0    = "& num_agents_mar18 == 0"

.   gen baseline_agent0 = num_agents_mar18 == 0

.   local full = ""

. 
. local banking = "savings_account credit"

. local pkh     = "pkh_receipt pkh_agent phk_other_location"

. 
. local cut_vars = "savings_account"

. 
. foreach var of varlist `banking' `pkh' {
  2.   * get baseline control if it exists
.   local mar18 = ""
  3.   cap confirm variable `var'_mar18
  4.   if _rc == 0 {
  5.     local mar18 = "`var'_mar18"
  6.   }
  7.   foreach pmt in  all pmt30 above {
  8. 
.     foreach sample in 0 all {
  9. 
.       di "Var: `var' | PMT: `pmt' | Sample: `sample'"
 10. 
.       * DL regression
.        { //quietly
 11.         eststo `var'`pmt'`sample': pdslasso `var' treated (`mar18' mar16* mar17* mar18* *podes *udb i.finalstratum)  /
> //
>           if `pmt' == 1 ``sample'', cluster(KABU) aset(i.finalstratum  `mar18')
 12.           local effect = r(table)[1, 1]
 13.           local se = _se[treated]
 14.           local lower_bound = `effect' - 1.68 * `se'
 15.           local upper_bound = `effect' + 1.68 * `se'
 16. 
.            summ `var' if e(sample) == 1 & treated == 0
 17. 
.           estadd scalar control_mean = r(mean)
 18.           estadd scalar obs = e(N)
 19.           estadd local stratum = "Yes"
 20.           estadd local lasso = "Yes"
 21.           // Calculate 90% confidence interval for treatment effect
.           // which can be used in the paper (in-text)
.       // Print confidence interval
.       di "90% Confidence Interval for Treatment Effect: (`lower_bound', `upper_bound')"
 22.       }
 23. 
.       *RI p-val
.       randinference treated using "$importable/resample1000.dta", ///
>         reg(reg `var' treated `e(xselected)' if `pmt' == 1 ``sample'', vce(cluster KABU)) ///
>         reps($RI) mergevar(namakabupaten) mergetype(m:1)
 24.       matrix define pvalues = (`r(RIpval)')
 25.       matrix colnames pvalues = treated
 26.       est restore `var'`pmt'`sample'
 27.       estadd matrix pvalues
 28.     }
 29.   }
 30. }
Var: savings_account | PMT: all | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 mar16_briquettecoal mar17_savings_account dist_himbara_bank_podes atm_podes
          distance_atm_podes adapkh_udb adadapodik_udb sta_kip_udb jumlah_art1_udb jumlah_art2_udb jumlah_art3_udb
          pendidikan_tertinggi8_hoh_udb num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb max_edu_in_hh8_udb
          max_edu_in_hh11_udb max_degree_in_hh1_udb max_degree_in_hh6_udb in_school_hh_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                35,578
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (37):                savings_account_mar18 mar16_gasorbiogas mar16_briquettecoal mar17_savings_account
                                       dist_himbara_bank_podes atm_podes distance_atm_podes adapkh_udb adadapodik_udb
                                       sta_kip_udb jumlah_art1_udb jumlah_art2_udb jumlah_art3_udb
                                       pendidikan_tertinggi8_hoh_udb num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb
                                       max_edu_in_hh8_udb max_edu_in_hh11_udb max_degree_in_hh1_udb max_degree_in_hh6_udb
                                       in_school_hh_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0235293   .0120656     1.95   0.051    -.0001189    .0471775
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0137602   .0110241     1.25   0.212    -.0078467     .035367
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0138101     .01097     1.26   0.208    -.0076907    .0353109
        savings_account_mar18 |   .5298646   .0939058     5.64   0.000     .3458126    .7139166
            mar16_gasorbiogas |   .0138438   .0985642     0.14   0.888    -.1793385    .2070261
          mar16_briquettecoal |   15.28441   17.27046     0.89   0.376    -18.56507    49.13389
        mar17_savings_account |   .1311422    .080928     1.62   0.105    -.0274737     .289758
      dist_himbara_bank_podes |  -.0009272   .0004713    -1.97   0.049     -.001851   -3.48e-06
                    atm_podes |   .0503724   .0107835     4.67   0.000      .029237    .0715078
           distance_atm_podes |  -.0022983   .0004824    -4.76   0.000    -.0032437   -.0013529
                   adapkh_udb |   .1265232   .0098304    12.87   0.000     .1072559    .1457905
               adadapodik_udb |   .0605198   .0092086     6.57   0.000     .0424714    .0785682
                  sta_kip_udb |   .0268282   .0118619     2.26   0.024     .0035792    .0500771
              jumlah_art1_udb |  -.1155021   .0194282    -5.95   0.000    -.1535807   -.0774235
              jumlah_art2_udb |  -.0998513   .0119142    -8.38   0.000    -.1232027   -.0764998
              jumlah_art3_udb |  -.0401458   .0116301    -3.45   0.001    -.0629403   -.0173512
pendidikan_tertinggi8_hoh_udb |   .0312766   .0177351     1.76   0.078    -.0034836    .0660368
               num_in_hh1_udb |  -.1090386   .0127701    -8.54   0.000    -.1340676   -.0840097
               num_in_hh2_udb |  -.0860555   .0104523    -8.23   0.000    -.1065416   -.0655693
           max_edu_in_hh2_udb |  -.0441414   .0118672    -3.72   0.000    -.0674007   -.0208821
           max_edu_in_hh8_udb |   .0265081   .0123414     2.15   0.032     .0023195    .0506968
          max_edu_in_hh11_udb |   .1817045   .0275924     6.59   0.000     .1276243    .2357846
        max_degree_in_hh1_udb |  -.0481776    .013475    -3.58   0.000    -.0745881   -.0217671
        max_degree_in_hh6_udb |   .0259902   .0293777     0.88   0.376     -.031589    .0835694
             in_school_hh_udb |   .0250068   .0106751     2.34   0.019     .0040841    .0459295
                              |
                 finalstratum |
                           2  |   .0736638   .0370016     1.99   0.046     .0011421    .1461855
                           3  |   .0108701    .030934     0.35   0.725    -.0497594    .0714995
                           4  |   .0189122   .0280862     0.67   0.501    -.0361357    .0739601
                           5  |   .0266516   .0332242     0.80   0.422    -.0384667    .0917699
                           6  |  -.0136246   .0308037    -0.44   0.658    -.0739987    .0467495
                           7  |   .0778107   .0276457     2.81   0.005     .0236261    .1319953
                           8  |   .0438568    .022688     1.93   0.053    -.0006109    .0883245
                           9  |   .0603511   .0245192     2.46   0.014     .0122943    .1084079
                          10  |   .0202633   .0233281     0.87   0.385    -.0254589    .0659855
                          11  |    .026103   .0301054     0.87   0.386    -.0329025    .0851086
                          12  |    .029369   .0282754     1.04   0.299    -.0260498    .0847878
                          13  |   .0517712   .0350507     1.48   0.140    -.0169269    .1204693
                          14  |    .047753    .022498     2.12   0.034     .0036577    .0918483
                        1000  |   .0470171   .0257359     1.83   0.068    -.0034243    .0974585
                              |
                        _cons |   .2151494   .0398575     5.40   0.000       .13703    .2932688
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |     23,203    .5413955    .4982942          0          1

added scalar:
       e(control_mean) =  .54139551

added scalar:
                e(obs) =  35578

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0046195021344906, .0322397114073641)
Original regression:

Linear regression                               Number of obs     =     35,578
                                                F(36, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0934
                                                Root MSE          =     .47318

                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0138101   .0110287     1.25   0.213    -.0080627    .0356829
        savings_account_mar18 |   .5298646   .0944084     5.61   0.000     .3426279    .7171013
            mar16_gasorbiogas |   .0138438   .0990917     0.14   0.889    -.1826812    .2103688
          mar16_briquettecoal |   15.28441   17.36288     0.88   0.381    -19.15077    49.71959
        mar17_savings_account |   .1311422    .081361     1.61   0.110    -.0302183    .2925026
      dist_himbara_bank_podes |  -.0009272   .0004738    -1.96   0.053     -.001867    .0000125
                    atm_podes |   .0503724   .0108413     4.65   0.000     .0288713    .0718735
           distance_atm_podes |  -.0022983   .0004849    -4.74   0.000    -.0032601   -.0013366
                   adapkh_udb |   .1265232    .009883    12.80   0.000     .1069225    .1461239
               adadapodik_udb |   .0605198   .0092578     6.54   0.000     .0421591    .0788805
                  sta_kip_udb |   .0268282   .0119254     2.25   0.027      .003177    .0504794
              jumlah_art1_udb |  -.1155021   .0195322    -5.91   0.000    -.1542396   -.0767646
              jumlah_art2_udb |  -.0998513    .011978    -8.34   0.000    -.1236068   -.0760958
              jumlah_art3_udb |  -.0401458   .0116923    -3.43   0.001    -.0633348   -.0169568
pendidikan_tertinggi8_hoh_udb |   .0312766     .01783     1.75   0.082    -.0040851    .0666383
               num_in_hh1_udb |  -.1090386   .0128385    -8.49   0.000    -.1345007   -.0835766
               num_in_hh2_udb |  -.0860555   .0105083    -8.19   0.000    -.1068961   -.0652148
           max_edu_in_hh2_udb |  -.0441414   .0119307    -3.70   0.000    -.0678032   -.0204796
           max_edu_in_hh8_udb |   .0265081   .0124074     2.14   0.035     .0019009    .0511153
          max_edu_in_hh11_udb |   .1817045   .0277401     6.55   0.000     .1266886    .2367203
        max_degree_in_hh1_udb |  -.0481776   .0135471    -3.56   0.001    -.0750451   -.0213102
        max_degree_in_hh6_udb |   .0259902   .0295349     0.88   0.381    -.0325853    .0845657
             in_school_hh_udb |   .0250068   .0107322     2.33   0.022      .003722    .0462916
                              |
                 finalstratum |
                           2  |   .0736638   .0371996     1.98   0.050    -.0001128    .1474403
                           3  |   .0108701   .0310995     0.35   0.727    -.0508085    .0725486
                           4  |   .0189122   .0282365     0.67   0.504    -.0370882    .0749126
                           5  |   .0266516    .033402     0.80   0.427    -.0395935    .0928966
                           6  |  -.0136246   .0309685    -0.44   0.661    -.0750434    .0477941
                           7  |   .0778107   .0277937     2.80   0.006     .0226885    .1329329
                           8  |   .0438568   .0228094     1.92   0.057    -.0013803    .0890939
                           9  |   .0603511   .0246504     2.45   0.016     .0114628    .1092395
                          10  |   .0202633   .0234529     0.86   0.390    -.0262501    .0667766
                          11  |    .026103   .0302665     0.86   0.390    -.0339235    .0861296
                          12  |    .029369   .0284267     1.03   0.304    -.0270088    .0857467
                          13  |   .0517712   .0352383     1.47   0.145    -.0181156     .121658
                          14  |    .047753   .0226184     2.11   0.037     .0028948    .0926113
                        1000  |   .0470171   .0258736     1.82   0.072    -.0042971    .0983313
                              |
                        _cons |   .2151494   .0400708     5.37   0.000     .1356783    .2946205
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .259
(results savings_accountall0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: savings_account | PMT: all | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 mar16_mutualsquattoilet mar16_briquettecoal mar17_savings_account dist_himbara_bank_podes
          atm_podes distance_atm_podes non_agri_podes no_bankaccess_podes adapkh_udb adadapodik_udb sta_jamsostek_udb
          ada_laptop_udb sta_kip_udb jumlah_art1_udb jumlah_art2_udb jumlah_art3_udb pendidikan_tertinggi8_hoh_udb
          ijazah_tertinggi1_hoh_udb ijazah_tertinggi4_hoh_udb num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb
          max_edu_in_hh11_udb max_degree_in_hh1_udb max_degree_in_hh5_udb max_degree_in_hh6_udb in_school_hh_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                66,487
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (44):                savings_account_mar18 mar16_mutualsquattoilet mar16_gasorbiogas mar16_briquettecoal
                                       mar17_savings_account dist_himbara_bank_podes atm_podes distance_atm_podes
                                       non_agri_podes no_bankaccess_podes adapkh_udb adadapodik_udb sta_jamsostek_udb
                                       ada_laptop_udb sta_kip_udb jumlah_art1_udb jumlah_art2_udb jumlah_art3_udb
                                       pendidikan_tertinggi8_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi4_hoh_udb
                                       num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb max_edu_in_hh11_udb
                                       max_degree_in_hh1_udb max_degree_in_hh5_udb max_degree_in_hh6_udb in_school_hh_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0210237   .0104267     2.02   0.044     .0005877    .0414597
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0044723   .0088469     0.51   0.613    -.0128672    .0218118
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0045607   .0088868     0.51   0.608    -.0128571    .0219785
        savings_account_mar18 |   .4755009   .0716951     6.63   0.000     .3349811    .6160207
      mar16_mutualsquattoilet |  -.3002217   .1763308    -1.70   0.089    -.6458236    .0453802
            mar16_gasorbiogas |  -.0588026   .0947941    -0.62   0.535    -.2445957    .1269905
          mar16_briquettecoal |   13.06966   17.19837     0.76   0.447    -20.63851    46.77784
        mar17_savings_account |    .094995   .0561497     1.69   0.091    -.0150563    .2050464
      dist_himbara_bank_podes |  -.0010076   .0003963    -2.54   0.011    -.0017844   -.0002308
                    atm_podes |   .0243424   .0079682     3.05   0.002      .008725    .0399597
           distance_atm_podes |  -.0020928   .0004121    -5.08   0.000    -.0029006    -.001285
               non_agri_podes |   .0331442    .009459     3.50   0.000     .0146049    .0516836
          no_bankaccess_podes |   -.024312   .0069498    -3.50   0.000    -.0379334   -.0106907
                   adapkh_udb |   .1259022   .0091453    13.77   0.000     .1079777    .1438267
               adadapodik_udb |   .0502276   .0068058     7.38   0.000     .0368885    .0635667
            sta_jamsostek_udb |   .1137529   .0234129     4.86   0.000     .0678646    .1596413
               ada_laptop_udb |   .0748525   .0183503     4.08   0.000     .0388865    .1108185
                  sta_kip_udb |   .0202085   .0089981     2.25   0.025     .0025726    .0378444
              jumlah_art1_udb |  -.1279955   .0155225    -8.25   0.000    -.1584191    -.097572
              jumlah_art2_udb |  -.1180609   .0107936   -10.94   0.000     -.139216   -.0969057
              jumlah_art3_udb |  -.0565166   .0085747    -6.59   0.000    -.0733227   -.0397104
pendidikan_tertinggi8_hoh_udb |    .003227   .0222624     0.14   0.885    -.0404065    .0468605
    ijazah_tertinggi1_hoh_udb |   -.050874   .0111969    -4.54   0.000    -.0728195   -.0289284
    ijazah_tertinggi4_hoh_udb |    .029304   .0224905     1.30   0.193    -.0147765    .0733845
               num_in_hh1_udb |   -.109454   .0097526   -11.22   0.000    -.1285688   -.0903392
               num_in_hh2_udb |  -.0861976   .0082276   -10.48   0.000    -.1023233   -.0700718
           max_edu_in_hh2_udb |  -.0503165   .0087593    -5.74   0.000    -.0674844   -.0331487
          max_edu_in_hh11_udb |   .1343613   .0210038     6.40   0.000     .0931946    .1755279
        max_degree_in_hh1_udb |  -.0076281   .0115628    -0.66   0.509    -.0302908    .0150347
        max_degree_in_hh5_udb |   .0640834   .0173561     3.69   0.000      .030066    .0981008
        max_degree_in_hh6_udb |   .0732101   .0253351     2.89   0.004     .0235543     .122866
             in_school_hh_udb |   .0232544   .0079807     2.91   0.004     .0076125    .0388964
                              |
                 finalstratum |
                           2  |   .0061361   .0233708     0.26   0.793    -.0396699    .0519422
                           3  |  -.0393711   .0249928    -1.58   0.115    -.0883562    .0096139
                           4  |   .0023435   .0254112     0.09   0.927    -.0474615    .0521486
                           5  |   .0039256   .0245022     0.16   0.873    -.0440977     .051949
                           6  |  -.0071185   .0259442    -0.27   0.784    -.0579682    .0437312
                           7  |    .042163   .0253775     1.66   0.097    -.0075761     .091902
                           8  |   .0281755   .0169447     1.66   0.096    -.0050355    .0613865
                           9  |   .0502711    .016226     3.10   0.002     .0184688    .0820734
                          10  |  -.0052439   .0172035    -0.30   0.761    -.0389621    .0284743
                          11  |  -.0062734    .019804    -0.32   0.751    -.0450886    .0325417
                          12  |  -.0009271   .0235107    -0.04   0.969    -.0470071     .045153
                          13  |   .0131445   .0282803     0.46   0.642     -.042284     .068573
                          14  |    .033121      .0144     2.30   0.021     .0048976    .0613444
                        1000  |   .0330698   .0173409     1.91   0.057    -.0009178    .0670573
                              |
                        _cons |   .3109376   .0338777     9.18   0.000     .2445386    .3773366
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |     40,426    .5719339    .4948046          0          1

added scalar:
       e(control_mean) =  .5719339

added scalar:
                e(obs) =  66487

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.010369105779297, .0194904930836648)
Original regression:

Linear regression                               Number of obs     =     66,487
                                                F(43, 104)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0998
                                                Root MSE          =     .46639

                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0045607   .0089323     0.51   0.611    -.0131524    .0222738
        savings_account_mar18 |   .4755009   .0720623     6.60   0.000     .3325988    .6184031
      mar16_mutualsquattoilet |  -.3002217   .1772338    -1.69   0.093     -.651683    .0512395
            mar16_gasorbiogas |  -.0588026   .0952796    -0.62   0.538    -.2477457    .1301404
          mar16_briquettecoal |   13.06966   17.28644     0.76   0.451       -21.21    47.34933
        mar17_savings_account |    .094995   .0564372     1.68   0.095    -.0169222    .2069122
      dist_himbara_bank_podes |  -.0010076   .0003984    -2.53   0.013    -.0017975   -.0002176
                    atm_podes |   .0243424    .008009     3.04   0.003     .0084603    .0402245
           distance_atm_podes |  -.0020928   .0004143    -5.05   0.000    -.0029143   -.0012713
               non_agri_podes |   .0331442   .0095075     3.49   0.001     .0142905    .0519979
          no_bankaccess_podes |   -.024312   .0069854    -3.48   0.001    -.0381643   -.0104598
                   adapkh_udb |   .1259022   .0091922    13.70   0.000     .1076738    .1441306
               adadapodik_udb |   .0502276   .0068407     7.34   0.000     .0366624    .0637929
            sta_jamsostek_udb |   .1137529   .0235328     4.83   0.000     .0670866    .1604193
               ada_laptop_udb |   .0748525   .0184443     4.06   0.000     .0382767    .1114283
                  sta_kip_udb |   .0202085   .0090442     2.23   0.028     .0022736    .0381434
              jumlah_art1_udb |  -.1279955    .015602    -8.20   0.000    -.1589349   -.0970562
              jumlah_art2_udb |  -.1180609   .0108489   -10.88   0.000    -.1395747   -.0965471
              jumlah_art3_udb |  -.0565166   .0086186    -6.56   0.000    -.0736077   -.0394255
pendidikan_tertinggi8_hoh_udb |    .003227   .0223764     0.14   0.886    -.0411463    .0476002
    ijazah_tertinggi1_hoh_udb |   -.050874   .0112543    -4.52   0.000    -.0731916   -.0285564
    ijazah_tertinggi4_hoh_udb |    .029304   .0226056     1.30   0.198    -.0155238    .0741319
               num_in_hh1_udb |   -.109454   .0098026   -11.17   0.000    -.1288929   -.0900151
               num_in_hh2_udb |  -.0861976   .0082697   -10.42   0.000    -.1025967   -.0697984
           max_edu_in_hh2_udb |  -.0503165   .0088041    -5.72   0.000    -.0677754   -.0328576
          max_edu_in_hh11_udb |   .1343613   .0211114     6.36   0.000     .0924967    .1762259
        max_degree_in_hh1_udb |  -.0076281   .0116221    -0.66   0.513    -.0306751    .0154189
        max_degree_in_hh5_udb |   .0640834    .017445     3.67   0.000     .0294893    .0986775
        max_degree_in_hh6_udb |   .0732101   .0254648     2.87   0.005     .0227124    .1237079
             in_school_hh_udb |   .0232544   .0080216     2.90   0.005     .0073473    .0391616
                              |
                 finalstratum |
                           2  |   .0061361   .0234905     0.26   0.794    -.0404465    .0527187
                           3  |  -.0393711   .0251208    -1.57   0.120    -.0891867    .0104444
                           4  |   .0023435   .0255413     0.09   0.927    -.0483059    .0529929
                           5  |   .0039256   .0246276     0.16   0.874    -.0449119    .0527632
                           6  |  -.0071185   .0260771    -0.27   0.785    -.0588303    .0445933
                           7  |    .042163   .0255075     1.65   0.101    -.0084194    .0927453
                           8  |   .0281755   .0170315     1.65   0.101    -.0055985    .0619496
                           9  |   .0502711   .0163091     3.08   0.003     .0179297    .0826126
                          10  |  -.0052439   .0172916    -0.30   0.762    -.0395337    .0290459
                          11  |  -.0062734   .0199054    -0.32   0.753    -.0457467    .0331998
                          12  |  -.0009271   .0236311    -0.04   0.969    -.0477884    .0459342
                          13  |   .0131445   .0284252     0.46   0.645    -.0432237    .0695127
                          14  |    .033121   .0144737     2.29   0.024     .0044191    .0618229
                        1000  |   .0330698   .0174297     1.90   0.061     -.001494    .0676336
                              |
                        _cons |   .3109376   .0340512     9.13   0.000     .2434128    .3784624
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .647
(results savings_accountallall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: savings_account | PMT: pmt30 | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 adapkh_udb adadapodik_udb kloset2_udb buang_tinja2_udb sta_kip_udb jumlah_art1_udb
          jumlah_art2_udb num_in_hh1_udb num_in_hh4_udb max_degree_in_hh4_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas kelas_tertinggi8_hoh_udb
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,538
Number of clusters:                      103
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (30):                savings_account_mar18 mar16_gasorbiogas adapkh_udb adadapodik_udb kloset2_udb
                                       buang_tinja2_udb sta_kip_udb jumlah_art1_udb jumlah_art2_udb
                                       kelas_tertinggi8_hoh_udb num_in_hh1_udb num_in_hh4_udb max_degree_in_hh4_udb
                                       in_school_hh_udb pregnant_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0290089   .0226972     1.28   0.201    -.0154768    .0734946
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0112302    .019851     0.57   0.572     -.027677    .0501375
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
         savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |   .0112915   .0201019     0.56   0.574    -.0281075    .0506905
   savings_account_mar18 |   .5635582   .0721619     7.81   0.000     .4221234    .7049929
       mar16_gasorbiogas |  -.4400202   .1260747    -3.49   0.000     -.687122   -.1929184
              adapkh_udb |   .1636292   .0118549    13.80   0.000      .140394    .1868644
          adadapodik_udb |   .0820273   .0114727     7.15   0.000     .0595412    .1045135
             kloset2_udb |   .0287651   .0158849     1.81   0.070    -.0023686    .0598989
        buang_tinja2_udb |   .0308798   .0177612     1.74   0.082    -.0039316    .0656912
             sta_kip_udb |   .0447408   .0152878     2.93   0.003     .0147774    .0747043
         jumlah_art1_udb |  -.0674306   .0281024    -2.40   0.016    -.1225102    -.012351
         jumlah_art2_udb |  -.0678923   .0146697    -4.63   0.000    -.0966443   -.0391403
kelas_tertinggi8_hoh_udb |   .3897862   .0274392    14.21   0.000     .3360063     .443566
          num_in_hh1_udb |  -.0344863   .0129328    -2.67   0.008    -.0598342   -.0091385
          num_in_hh4_udb |   .0438655   .0129791     3.38   0.001      .018427     .069304
   max_degree_in_hh4_udb |   .0931286   .0147256     6.32   0.000      .064267    .1219902
        in_school_hh_udb |   .0923396   .0118786     7.77   0.000      .069058    .1156212
       pregnant_hh_m_udb |  -.0355966    .010864    -3.28   0.001    -.0568897   -.0143036
                         |
            finalstratum |
                      2  |   .0580102   .0335776     1.73   0.084    -.0078007    .1238211
                      3  |  -.0043015   .0449511    -0.10   0.924    -.0924041    .0838011
                      4  |   .0934477    .041242     2.27   0.023     .0126148    .1742806
                      5  |  -.0048281   .0365727    -0.13   0.895    -.0765093    .0668531
                      6  |  -.0466512   .0500146    -0.93   0.351     -.144678    .0513755
                      7  |   .1216669   .0450343     2.70   0.007     .0334013    .2099326
                      8  |   .0369042   .0349985     1.05   0.292    -.0316916       .1055
                      9  |   .0974167   .0428223     2.27   0.023     .0134866    .1813468
                     10  |   .0484413   .0476992     1.02   0.310    -.0450474      .14193
                     11  |  -.0071779   .0597068    -0.12   0.904     -.124201    .1098452
                     12  |   .0708975   .0422082     1.68   0.093     -.011829     .153624
                     13  |    .090838   .0530209     1.71   0.087    -.0130812    .1947571
                     14  |   .1112569   .0405474     2.74   0.006     .0317855    .1907284
                   1000  |    .052718   .0393853     1.34   0.181    -.0244757    .1299117
                         |
                   _cons |   .0224169    .053904     0.42   0.678    -.0832329    .1280668
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |      6,083    .5390432    .4985143          0          1

added scalar:
       e(control_mean) =  .53904324

added scalar:
                e(obs) =  9538

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0224796473545566, .045062729239416)
Original regression:

Linear regression                               Number of obs     =      9,538
                                                F(29, 102)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.1448
                                                Root MSE          =     .46104

                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
         savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |   .0112915    .020231     0.56   0.578    -.0288365    .0514196
   savings_account_mar18 |   .5635582   .0726253     7.76   0.000     .4195063    .7076101
       mar16_gasorbiogas |  -.4400202   .1268843    -3.47   0.001    -.6916945   -.1883459
              adapkh_udb |   .1636292    .011931    13.71   0.000     .1399641    .1872944
          adadapodik_udb |   .0820273   .0115464     7.10   0.000     .0591251    .1049296
             kloset2_udb |   .0287651   .0159869     1.80   0.075    -.0029447     .060475
        buang_tinja2_udb |   .0308798   .0178753     1.73   0.087    -.0045758    .0663354
             sta_kip_udb |   .0447408   .0153859     2.91   0.004     .0142229    .0752587
         jumlah_art1_udb |  -.0674306   .0282828    -2.38   0.019    -.1235294   -.0113318
         jumlah_art2_udb |  -.0678923   .0147639    -4.60   0.000    -.0971763   -.0386082
kelas_tertinggi8_hoh_udb |   .3897862   .0276154    14.11   0.000     .3350112    .4445612
          num_in_hh1_udb |  -.0344863   .0130159    -2.65   0.009    -.0603033   -.0086694
          num_in_hh4_udb |   .0438655   .0130624     3.36   0.001     .0179563    .0697748
   max_degree_in_hh4_udb |   .0931286   .0148201     6.28   0.000     .0637329    .1225242
        in_school_hh_udb |   .0923396   .0119549     7.72   0.000     .0686272     .116052
       pregnant_hh_m_udb |  -.0355966   .0109338    -3.26   0.002    -.0572837   -.0139096
                         |
            finalstratum |
                      2  |   .0580102   .0337932     1.72   0.089    -.0090185    .1250389
                      3  |  -.0043015   .0452398    -0.10   0.924    -.0940344    .0854313
                      4  |   .0934477   .0415069     2.25   0.027     .0111191    .1757764
                      5  |  -.0048281   .0368075    -0.13   0.896    -.0778357    .0681795
                      6  |  -.0466512   .0503357    -0.93   0.356     -.146492    .0531895
                      7  |   .1216669   .0453235     2.68   0.008      .031768    .2115659
                      8  |   .0369042   .0352232     1.05   0.297    -.0329609    .1067693
                      9  |   .0974167   .0430972     2.26   0.026     .0119335    .1828999
                     10  |   .0484413   .0480055     1.01   0.315    -.0467773      .14366
                     11  |  -.0071779   .0600901    -0.12   0.905    -.1263664    .1120106
                     12  |   .0708975   .0424792     1.67   0.098    -.0133598    .1551548
                     13  |    .090838   .0533614     1.70   0.092    -.0150041      .19668
                     14  |   .1112569   .0408078     2.73   0.008     .0303149    .1921989
                   1000  |    .052718   .0396382     1.33   0.186    -.0259041    .1313401
                         |
                   _cons |   .0224169   .0542501     0.41   0.680    -.0851879    .1300217
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .6
(results savings_accountpmt300 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: savings_account | PMT: pmt30 | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 adapkh_udb adadapodik_udb bb_masak9_udb kloset2_udb buang_tinja2_udb ada_motor_udb
          sta_kip_udb jumlah_art1_udb jumlah_art2_udb jumlah_art3_udb pendidikan_tertinggi5_hoh_udb
          ijazah_tertinggi4_hoh_udb num_in_hh1_udb num_in_hh2_udb num_in_hh4_udb num_in_hh5_udb max_edu_in_hh8_udb
          max_edu_in_hh11_udb max_grade_in_hh9_udb max_degree_in_hh4_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                16,329
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (39):                savings_account_mar18 mar16_gasorbiogas adapkh_udb adadapodik_udb bb_masak9_udb
                                       kloset2_udb buang_tinja2_udb ada_motor_udb sta_kip_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb pendidikan_tertinggi5_hoh_udb
                                       ijazah_tertinggi4_hoh_udb num_in_hh1_udb num_in_hh2_udb num_in_hh4_udb
                                       num_in_hh5_udb max_edu_in_hh8_udb max_edu_in_hh11_udb max_grade_in_hh9_udb
                                       max_degree_in_hh4_udb in_school_hh_udb pregnant_hh_m_udb 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0245556     .01871     1.31   0.189    -.0121153    .0612264
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0077267   .0162624     0.48   0.635    -.0241471    .0396006
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0077768   .0164484     0.47   0.636    -.0244614     .040015
        savings_account_mar18 |   .5223667   .0539536     9.68   0.000     .4166195    .6281138
            mar16_gasorbiogas |  -.4811237   .1229298    -3.91   0.000    -.7220616   -.2401857
                   adapkh_udb |   .1629654   .0106735    15.27   0.000     .1420457     .183885
               adadapodik_udb |   .0659122    .009003     7.32   0.000     .0482666    .0835578
                bb_masak9_udb |  -.0353569   .0101251    -3.49   0.000    -.0552018    -.015512
                  kloset2_udb |    .015366   .0126959     1.21   0.226    -.0095176    .0402496
             buang_tinja2_udb |   .0135475   .0131484     1.03   0.303    -.0122228    .0393179
                ada_motor_udb |   .0110915   .0088986     1.25   0.213    -.0063494    .0285324
                  sta_kip_udb |   .0363855   .0108747     3.35   0.001     .0150714    .0576996
              jumlah_art1_udb |  -.0910343   .0250776    -3.63   0.000    -.1401855    -.041883
              jumlah_art2_udb |  -.0823194   .0134278    -6.13   0.000    -.1086374   -.0560013
              jumlah_art3_udb |  -.0329456   .0109117    -3.02   0.003    -.0543321   -.0115591
pendidikan_tertinggi5_hoh_udb |   .0511739   .0127348     4.02   0.000     .0262142    .0761336
    ijazah_tertinggi4_hoh_udb |   .0234359    .016643     1.41   0.159    -.0091838    .0560556
               num_in_hh1_udb |  -.0234136   .0136673    -1.71   0.087    -.0502011    .0033739
               num_in_hh2_udb |  -.0238294   .0111277    -2.14   0.032    -.0456392   -.0020195
               num_in_hh4_udb |   .0281684   .0122247     2.30   0.021     .0042085    .0521284
               num_in_hh5_udb |   .0342117   .0143457     2.38   0.017     .0060945    .0623288
           max_edu_in_hh8_udb |   .0190198   .0135642     1.40   0.161    -.0075655    .0456052
          max_edu_in_hh11_udb |   .1220146   .0284364     4.29   0.000     .0662803    .1777489
         max_grade_in_hh9_udb |   .0277015   .0098592     2.81   0.005     .0083777    .0470253
        max_degree_in_hh4_udb |   .0429517   .0156565     2.74   0.006     .0122655    .0736379
             in_school_hh_udb |   .0751481   .0109193     6.88   0.000     .0537466    .0965496
            pregnant_hh_m_udb |  -.0243168   .0086598    -2.81   0.005    -.0412897   -.0073439
                              |
                 finalstratum |
                           2  |   .0905003   .0411755     2.20   0.028     .0097978    .1712028
                           3  |  -.0270423     .03852    -0.70   0.483    -.1025402    .0484555
                           4  |   .0927863   .0337483     2.75   0.006     .0266409    .1589317
                           5  |   .0064496   .0289697     0.22   0.824    -.0503299    .0632291
                           6  |  -.0067652   .0388439    -0.17   0.862    -.0828979    .0693675
                           7  |   .1112363    .036022     3.09   0.002     .0406345    .1818381
                           8  |   .0520812   .0306219     1.70   0.089    -.0079366     .112099
                           9  |    .108038   .0329992     3.27   0.001     .0433608    .1727152
                          10  |   .0247697   .0406959     0.61   0.543    -.0549928    .1045322
                          11  |   .0314595   .0442229     0.71   0.477    -.0552158    .1181347
                          12  |   .0316945   .0306762     1.03   0.302    -.0284298    .0918188
                          13  |   .0678306   .0466465     1.45   0.146    -.0235949    .1592561
                          14  |   .1088756    .041248     2.64   0.008     .0280311    .1897201
                        1000  |   .0622366   .0290643     2.14   0.032     .0052717    .1192015
                              |
                        _cons |   .0715088   .0417633     1.71   0.087    -.0103458    .1533633
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |      9,927     .548907    .4976274          0          1

added scalar:
       e(control_mean) =  .54890702

added scalar:
                e(obs) =  16329

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.019856484525586, .0354100392460354)
Original regression:

Linear regression                               Number of obs     =     16,329
                                                F(39, 104)        =      75.98
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1456
                                                Root MSE          =     .45924

                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
              savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0077768    .016547     0.47   0.639    -.0250366    .0405902
        savings_account_mar18 |   .5223667   .0542772     9.62   0.000     .4147329    .6300005
            mar16_gasorbiogas |  -.4811237   .1236672    -3.89   0.000    -.7263603    -.235887
                   adapkh_udb |   .1629654   .0107375    15.18   0.000     .1416725    .1842583
               adadapodik_udb |   .0659122    .009057     7.28   0.000     .0479518    .0838726
                bb_masak9_udb |  -.0353569   .0101859    -3.47   0.001    -.0555558    -.015158
                  kloset2_udb |    .015366   .0127721     1.20   0.232    -.0099616    .0406935
             buang_tinja2_udb |   .0135475   .0132273     1.02   0.308    -.0126826    .0397777
                ada_motor_udb |   .0110915    .008952     1.24   0.218    -.0066606    .0288435
                  sta_kip_udb |   .0363855     .01094     3.33   0.001     .0146911    .0580798
              jumlah_art1_udb |  -.0910343   .0252281    -3.61   0.000    -.1410625   -.0410061
              jumlah_art2_udb |  -.0823194   .0135084    -6.09   0.000     -.109107   -.0555318
              jumlah_art3_udb |  -.0329456   .0109771    -3.00   0.003    -.0547136   -.0111775
pendidikan_tertinggi5_hoh_udb |   .0511739   .0128111     3.99   0.000     .0257689    .0765789
    ijazah_tertinggi4_hoh_udb |   .0234359   .0167429     1.40   0.165    -.0097658    .0566376
               num_in_hh1_udb |  -.0234136   .0137493    -1.70   0.092     -.050679    .0038518
               num_in_hh2_udb |  -.0238294   .0111944    -2.13   0.036    -.0460283   -.0016304
               num_in_hh4_udb |   .0281684    .012298     2.29   0.024      .003781    .0525559
               num_in_hh5_udb |   .0342117   .0144318     2.37   0.020     .0055929    .0628305
           max_edu_in_hh8_udb |   .0190198   .0136456     1.39   0.166    -.0080398    .0460795
          max_edu_in_hh11_udb |   .1220146    .028607     4.27   0.000      .065286    .1787433
         max_grade_in_hh9_udb |   .0277015   .0099184     2.79   0.006      .008033      .04737
        max_degree_in_hh4_udb |   .0429517   .0157504     2.73   0.008      .011718    .0741854
             in_school_hh_udb |   .0751481   .0109848     6.84   0.000     .0533648    .0969314
            pregnant_hh_m_udb |  -.0243168   .0087118    -2.79   0.006    -.0415925   -.0070411
                              |
                 finalstratum |
                           2  |   .0905003   .0414225     2.18   0.031     .0083579    .1726427
                           3  |  -.0270423   .0387511    -0.70   0.487    -.1038871    .0498024
                           4  |   .0927863   .0339507     2.73   0.007     .0254608    .1601118
                           5  |   .0064496   .0291434     0.22   0.825    -.0513429    .0642422
                           6  |  -.0067652   .0390769    -0.17   0.863    -.0842562    .0707258
                           7  |   .1112363   .0362381     3.07   0.003     .0393748    .1830978
                           8  |   .0520812   .0308056     1.69   0.094    -.0090074    .1131698
                           9  |    .108038   .0331971     3.25   0.002     .0422068    .1738691
                          10  |   .0247697     .04094     0.61   0.546    -.0564159    .1059553
                          11  |   .0314595   .0444881     0.71   0.481    -.0567622    .1196811
                          12  |   .0316945   .0308602     1.03   0.307    -.0295025    .0928915
                          13  |   .0678306   .0469263     1.45   0.151     -.025226    .1608873
                          14  |   .1088756   .0414954     2.62   0.010     .0265887    .1911625
                        1000  |   .0622366   .0292386     2.13   0.036     .0042554    .1202179
                              |
                        _cons |   .0715088   .0420138     1.70   0.092    -.0118062    .1548237
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .6919999999999999
(results savings_accountpmt30all are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: savings_account | PMT: above | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 mar17_savings_account dist_himbara_bank_podes atm_podes distance_atm_podes non_agri_podes
          adapkh_udb adadapodik_udb jumlah_art1_udb jumlah_art2_udb num_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh11_udb
          max_degree_in_hh1_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                25,679
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (31):                savings_account_mar18 mar16_gasorbiogas mar16_briquettecoal mar17_savings_account
                                       dist_himbara_bank_podes atm_podes distance_atm_podes non_agri_podes adapkh_udb
                                       adadapodik_udb jumlah_art1_udb jumlah_art2_udb num_in_hh1_udb max_edu_in_hh2_udb
                                       max_edu_in_hh11_udb max_degree_in_hh1_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |    .024653   .0126652     1.95   0.052    -.0001704    .0494764
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0159932   .0117013     1.37   0.172    -.0069409    .0389273
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
        savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0160962   .0116416     1.38   0.167     -.006721    .0389134
  savings_account_mar18 |    .446618   .0964969     4.63   0.000     .2574875    .6357484
      mar16_gasorbiogas |  -.0235156   .1112031    -0.21   0.833    -.2414696    .1944385
    mar16_briquettecoal |   20.23876   19.62669     1.03   0.302    -18.22884    58.70636
  mar17_savings_account |   .2162993   .0808748     2.67   0.007     .0577875    .3748111
dist_himbara_bank_podes |  -.0009218   .0005231    -1.76   0.078    -.0019472    .0001035
              atm_podes |    .050417   .0121837     4.14   0.000     .0265374    .0742967
     distance_atm_podes |  -.0025236   .0004781    -5.28   0.000    -.0034605   -.0015866
         non_agri_podes |   .0424147   .0146494     2.90   0.004     .0137024     .071127
             adapkh_udb |   .1323666   .0153862     8.60   0.000     .1022103     .162523
         adadapodik_udb |   .0877809   .0134993     6.50   0.000     .0613227    .1142391
        jumlah_art1_udb |  -.1216511   .0245416    -4.96   0.000    -.1697517   -.0735504
        jumlah_art2_udb |  -.1025003   .0180611    -5.68   0.000    -.1378994   -.0671012
         num_in_hh1_udb |   -.049466   .0147324    -3.36   0.001    -.0783409   -.0205911
     max_edu_in_hh2_udb |  -.1080402   .0163973    -6.59   0.000    -.1401783    -.075902
    max_edu_in_hh11_udb |   .2033103   .0217389     9.35   0.000     .1607028    .2459178
  max_degree_in_hh1_udb |  -.0649209   .0232608    -2.79   0.005    -.1105112   -.0193307
                        |
           finalstratum |
                     2  |   .0491451   .0443072     1.11   0.267    -.0376955    .1359856
                     3  |  -.0123366    .030633    -0.40   0.687    -.0723762    .0477031
                     4  |  -.0307402   .0265758    -1.16   0.247    -.0828278    .0213473
                     5  |   .0023625   .0336255     0.07   0.944    -.0635423    .0682673
                     6  |   -.035802    .031121    -1.15   0.250     -.096798    .0251941
                     7  |   .0373201   .0314621     1.19   0.236    -.0243444    .0989846
                     8  |   .0356278   .0212062     1.68   0.093    -.0059355    .0771911
                     9  |   .0201972   .0218354     0.92   0.355    -.0225993    .0629938
                    10  |  -.0132237   .0200456    -0.66   0.509    -.0525123     .026065
                    11  |  -.0061484   .0322388    -0.19   0.849    -.0693353    .0570384
                    12  |  -.0148053    .026641    -0.56   0.578    -.0670207      .03741
                    13  |   .0093608   .0303685     0.31   0.758    -.0501604     .068882
                    14  |   .0054548   .0197536     0.28   0.782    -.0332615    .0441711
                  1000  |   .0179887    .023268     0.77   0.439    -.0276157     .063593
                        |
                  _cons |   .2554025   .0389646     6.55   0.000     .1790333    .3317716
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |     16,850    .5418398    .4982611          0          1

added scalar:
       e(control_mean) =  .54183976

added scalar:
                e(obs) =  25679

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.003461764528999, .0356541647826028)
Original regression:

Linear regression                               Number of obs     =     25,679
                                                F(30, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0816
                                                Root MSE          =      .4759

                                            (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
        savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0160962   .0117049     1.38   0.172    -.0071176      .03931
  savings_account_mar18 |    .446618   .0970209     4.60   0.000     .2541999     .639036
      mar16_gasorbiogas |  -.0235156   .1118069    -0.21   0.834    -.2452583    .1982271
    mar16_briquettecoal |   20.23876   19.73326     1.03   0.307    -18.89751    59.37503
  mar17_savings_account |   .2162993    .081314     2.66   0.009     .0550322    .3775665
dist_himbara_bank_podes |  -.0009218    .000526    -1.75   0.083     -.001965    .0001213
              atm_podes |    .050417   .0122499     4.12   0.000     .0261223    .0747118
     distance_atm_podes |  -.0025236   .0004807    -5.25   0.000    -.0034768   -.0015703
         non_agri_podes |   .0424147   .0147289     2.88   0.005     .0132033    .0716261
             adapkh_udb |   .1323666   .0154697     8.56   0.000     .1016861    .1630472
         adadapodik_udb |   .0877809   .0135726     6.47   0.000     .0608628     .114699
        jumlah_art1_udb |  -.1216511   .0246749    -4.93   0.000    -.1705879   -.0727143
        jumlah_art2_udb |  -.1025003   .0181592    -5.64   0.000    -.1385147   -.0664859
         num_in_hh1_udb |   -.049466   .0148124    -3.34   0.001    -.0788428   -.0200891
     max_edu_in_hh2_udb |  -.1080402   .0164864    -6.55   0.000     -.140737   -.0753434
    max_edu_in_hh11_udb |   .2033103    .021857     9.30   0.000     .1599622    .2466584
  max_degree_in_hh1_udb |  -.0649209   .0233871    -2.78   0.007    -.1113037   -.0185382
                        |
           finalstratum |
                     2  |   .0491451   .0445478     1.10   0.273    -.0392051    .1374952
                     3  |  -.0123366   .0307994    -0.40   0.690    -.0734199    .0487467
                     4  |  -.0307402   .0267201    -1.15   0.253    -.0837332    .0222527
                     5  |   .0023625   .0338081     0.07   0.944    -.0646879    .0694129
                     6  |   -.035802     .03129    -1.14   0.255    -.0978583    .0262543
                     7  |   .0373201   .0316329     1.18   0.241    -.0254163    .1000565
                     8  |   .0356278   .0213213     1.67   0.098     -.006658    .0779136
                     9  |   .0201972   .0219539     0.92   0.360    -.0233432    .0637377
                    10  |  -.0132237   .0201545    -0.66   0.513    -.0531953     .026748
                    11  |  -.0061484   .0324139    -0.19   0.850    -.0704337    .0581368
                    12  |  -.0148053   .0267857    -0.55   0.582    -.0679284    .0383177
                    13  |   .0093608   .0305334     0.31   0.760     -.051195    .0699166
                    14  |   .0054548   .0198609     0.27   0.784    -.0339345    .0448441
                  1000  |   .0179887   .0233943     0.77   0.444    -.0284085    .0643858
                        |
                  _cons |   .2554025   .0391761     6.52   0.000     .1777058    .3330991
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .233
(results savings_accountabove0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: savings_account | PMT: above | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var savings_account...
Selected: savings_account_mar18 mar16_mutualsquattoilet mar16_cookwatersource13 mar16_briquettecoal mar17_savings_account
          dist_himbara_bank_podes atm_podes distance_atm_podes non_agri_podes internet_cell_4G_podes no_bankaccess_podes
          adapkh_udb adadapodik_udb bb_masak9_udb sta_jamsostek_udb ada_laptop_udb jumlah_art1_udb jumlah_art2_udb
          ijazah_tertinggi1_hoh_udb num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb max_edu_in_hh11_udb
          max_degree_in_hh1_udb max_degree_in_hh6_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                49,557
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               savings_account_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (41):                savings_account_mar18 mar16_mutualsquattoilet mar16_cookwatersource13
                                       mar16_gasorbiogas mar16_briquettecoal mar17_savings_account dist_himbara_bank_podes
                                       atm_podes distance_atm_podes non_agri_podes internet_cell_4G_podes
                                       no_bankaccess_podes adapkh_udb adadapodik_udb bb_masak9_udb sta_jamsostek_udb
                                       ada_laptop_udb jumlah_art1_udb jumlah_art2_udb ijazah_tertinggi1_hoh_udb
                                       num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb max_edu_in_hh11_udb
                                       max_degree_in_hh1_udb max_degree_in_hh6_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     savings_account_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0204639   .0105731     1.94   0.053    -.0002589    .0411867
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
savings_ac~t | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0047369   .0089321     0.53   0.596    -.0127698    .0222435
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
          savings_account | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0049393   .0090783     0.54   0.586    -.0128539    .0227324
    savings_account_mar18 |   .4043336   .0763526     5.30   0.000     .2546853    .5539819
  mar16_mutualsquattoilet |  -.5564916    .189919    -2.93   0.003    -.9287259   -.1842573
  mar16_cookwatersource13 |   .4723621   .2962285     1.59   0.111    -.1082351    1.052959
        mar16_gasorbiogas |   .0790097   .1011154     0.78   0.435    -.1191729    .2771923
      mar16_briquettecoal |   15.71724   19.01178     0.83   0.408    -21.54517    52.97965
    mar17_savings_account |   .1446092   .0602973     2.40   0.016     .0264286    .2627898
  dist_himbara_bank_podes |  -.0012009   .0004107    -2.92   0.003    -.0020059   -.0003959
                atm_podes |    .026826    .008365     3.21   0.001     .0104309     .043221
       distance_atm_podes |  -.0020588   .0003673    -5.60   0.000    -.0027787   -.0013389
           non_agri_podes |   .0259041   .0097079     2.67   0.008      .006877    .0449313
   internet_cell_4G_podes |   .0163753    .007511     2.18   0.029      .001654    .0310965
      no_bankaccess_podes |   -.028589    .007324    -3.90   0.000    -.0429438   -.0142342
               adapkh_udb |   .1294661    .013533     9.57   0.000      .102942    .1559902
           adadapodik_udb |   .0909609   .0107649     8.45   0.000     .0698621    .1120598
            bb_masak9_udb |  -.0537063   .0117732    -4.56   0.000    -.0767813   -.0306313
        sta_jamsostek_udb |   .1546577    .028443     5.44   0.000     .0989104     .210405
           ada_laptop_udb |    .054272   .0203226     2.67   0.008     .0144404    .0941036
          jumlah_art1_udb |  -.0872634    .019535    -4.47   0.000    -.1255513   -.0489754
          jumlah_art2_udb |  -.0667479   .0161264    -4.14   0.000     -.098355   -.0351407
ijazah_tertinggi1_hoh_udb |  -.0576244   .0165846    -3.47   0.001    -.0901297   -.0251192
           num_in_hh1_udb |  -.0965593   .0128894    -7.49   0.000     -.121822   -.0712966
           num_in_hh2_udb |  -.0832552   .0111476    -7.47   0.000     -.105104   -.0614063
       max_edu_in_hh2_udb |  -.0733218   .0133787    -5.48   0.000    -.0995436      -.0471
      max_edu_in_hh11_udb |   .1882779   .0232387     8.10   0.000     .1427309    .2338249
    max_degree_in_hh1_udb |  -.0002432   .0213927    -0.01   0.991    -.0421721    .0416857
    max_degree_in_hh6_udb |   .0396648   .0267443     1.48   0.138     -.012753    .0920826
                          |
             finalstratum |
                       2  |  -.0275707   .0158862    -1.74   0.083    -.0587071    .0035658
                       3  |   -.045358     .02522    -1.80   0.072    -.0947883    .0040724
                       4  |  -.0291201   .0228753    -1.27   0.203    -.0739549    .0157147
                       5  |  -.0042514   .0239999    -0.18   0.859    -.0512904    .0427875
                       6  |  -.0091679   .0226106    -0.41   0.685    -.0534838    .0351481
                       7  |   .0148746   .0233623     0.64   0.524    -.0309148    .0606639
                       8  |   .0228502   .0114266     2.00   0.046     .0004545     .045246
                       9  |   .0265164   .0142954     1.85   0.064     -.001502    .0545348
                      10  |  -.0257464   .0131591    -1.96   0.050    -.0515377    .0000449
                      11  |  -.0274603   .0192902    -1.42   0.155    -.0652684    .0103478
                      12  |  -.0222349   .0209473    -1.06   0.288    -.0632909    .0188212
                      13  |  -.0135681   .0255822    -0.53   0.596    -.0637084    .0365721
                      14  |   .0001534   .0183818     0.01   0.993    -.0358743    .0361812
                    1000  |   .0157905   .0145339     1.09   0.277    -.0126955    .0442765
                          |
                    _cons |   .3498877   .0320251    10.93   0.000     .2871197    .4126557
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
savings_ac~t |     30,050    .5791348    .4937062          0          1

added scalar:
       e(control_mean) =  .57913478

added scalar:
                e(obs) =  49557

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0103122687038437, .0201908400000523)
Original regression:

Linear regression                               Number of obs     =     49,557
                                                F(40, 104)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0911
                                                Root MSE          =     .46676

                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
          savings_account | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0049393   .0091255     0.54   0.589     -.013157    .0230356
    savings_account_mar18 |   .4043336   .0767497     5.27   0.000      .252136    .5565312
  mar16_mutualsquattoilet |  -.5564916   .1909069    -2.91   0.004    -.9350672   -.1779161
  mar16_cookwatersource13 |   .4723621   .2977695     1.59   0.116    -.1181259     1.06285
        mar16_gasorbiogas |   .0790097   .1016414     0.78   0.439    -.1225491    .2805684
      mar16_briquettecoal |   15.71724   19.11068     0.82   0.413    -22.17996    53.61444
    mar17_savings_account |   .1446092    .060611     2.39   0.019     .0244154    .2648031
  dist_himbara_bank_podes |  -.0012009   .0004129    -2.91   0.004    -.0020196   -.0003822
                atm_podes |    .026826   .0084085     3.19   0.002     .0101516    .0435003
       distance_atm_podes |  -.0020588   .0003692    -5.58   0.000     -.002791   -.0013266
           non_agri_podes |   .0259041   .0097584     2.65   0.009     .0065528    .0452554
   internet_cell_4G_podes |   .0163753     .00755     2.17   0.032     .0014033    .0313473
      no_bankaccess_podes |   -.028589   .0073621    -3.88   0.000    -.0431883   -.0139897
               adapkh_udb |   .1294661   .0136034     9.52   0.000     .1024901    .1564421
           adadapodik_udb |   .0909609   .0108209     8.41   0.000     .0695026    .1124192
            bb_masak9_udb |  -.0537063   .0118344    -4.54   0.000    -.0771744   -.0302382
        sta_jamsostek_udb |   .1546577    .028591     5.41   0.000     .0979607    .2113547
           ada_laptop_udb |    .054272   .0204284     2.66   0.009     .0137618    .0947822
          jumlah_art1_udb |  -.0872634   .0196366    -4.44   0.000    -.1262036   -.0483232
          jumlah_art2_udb |  -.0667479   .0162103    -4.12   0.000    -.0988935   -.0346023
ijazah_tertinggi1_hoh_udb |  -.0576244   .0166709    -3.46   0.001    -.0906834   -.0245654
           num_in_hh1_udb |  -.0965593   .0129564    -7.45   0.000    -.1222524   -.0708662
           num_in_hh2_udb |  -.0832552   .0112056    -7.43   0.000    -.1054762   -.0610341
       max_edu_in_hh2_udb |  -.0733218   .0134483    -5.45   0.000    -.0999903   -.0466533
      max_edu_in_hh11_udb |   .1882779   .0233596     8.06   0.000      .141955    .2346008
    max_degree_in_hh1_udb |  -.0002432    .021504    -0.01   0.991    -.0428863    .0423999
    max_degree_in_hh6_udb |   .0396648   .0268834     1.48   0.143     -.013646    .0929756
                          |
             finalstratum |
                       2  |  -.0275707   .0159689    -1.73   0.087    -.0592375    .0040962
                       3  |   -.045358   .0253512    -1.79   0.076    -.0956304    .0049145
                       4  |  -.0291201   .0229943    -1.27   0.208    -.0747187    .0164784
                       5  |  -.0042514   .0241248    -0.18   0.860    -.0520918    .0435889
                       6  |  -.0091679   .0227282    -0.40   0.688    -.0542388     .035903
                       7  |   .0148746   .0234839     0.63   0.528    -.0316948    .0614439
                       8  |   .0228502   .0114861     1.99   0.049     .0000729    .0456275
                       9  |   .0265164   .0143697     1.85   0.068    -.0019793    .0550121
                      10  |  -.0257464   .0132275    -1.95   0.054    -.0519771    .0004842
                      11  |  -.0274603   .0193905    -1.42   0.160    -.0659125    .0109919
                      12  |  -.0222349   .0210563    -1.06   0.293    -.0639903    .0195206
                      13  |  -.0135681   .0257153    -0.53   0.599    -.0645626    .0374263
                      14  |   .0001534   .0184775     0.01   0.993    -.0364881    .0367949
                    1000  |   .0157905   .0146095     1.08   0.282    -.0131807    .0447618
                          |
                    _cons |   .3498877   .0321917    10.87   0.000     .2860504     .413725
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .636
(results savings_accountaboveall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: all | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar17_any_credit dinding4_udb jumlah_art1_udb jumlah_art2_udb age_hoh_udb ijazah_tertinggi1_hoh_udb
          num_in_hh1_udb max_edu_in_hh2_udb chronic_disease_hh_udb 2.finalstratum
Also inc: 1b.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
          9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                35,578
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (27):                credit_mar18 mar16_gasorbiogas mar16_briquettecoal mar17_any_credit dinding4_udb
                                       jumlah_art1_udb jumlah_art2_udb age_hoh_udb ijazah_tertinggi1_hoh_udb num_in_hh1_udb
                                       max_edu_in_hh2_udb chronic_disease_hh_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0118782    .012081     0.98   0.326    -.0118001    .0355566
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0092249   .0106182     0.87   0.385    -.0115864    .0300362
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 104 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0091895   .0105539     0.87   0.384    -.0114957    .0298747
             credit_mar18 |   .5260839   .0638363     8.24   0.000     .4009671    .6512008
        mar16_gasorbiogas |  -.2439903   .0779702    -3.13   0.002    -.3968091   -.0911715
      mar16_briquettecoal |  -28.31302   11.04167    -2.56   0.010    -49.95429   -6.671746
         mar17_any_credit |   .1353094   .0668028     2.03   0.043     .0043782    .2662406
             dinding4_udb |  -.0127178   .0082632    -1.54   0.124    -.0289134    .0034778
          jumlah_art1_udb |  -.0611056   .0162565    -3.76   0.000    -.0929679   -.0292434
          jumlah_art2_udb |  -.0519247   .0112731    -4.61   0.000    -.0740196   -.0298299
              age_hoh_udb |  -.0001274   .0001416    -0.90   0.368     -.000405    .0001502
ijazah_tertinggi1_hoh_udb |  -.0420226   .0090696    -4.63   0.000    -.0597988   -.0242465
           num_in_hh1_udb |  -.0200658   .0086262    -2.33   0.020    -.0369729   -.0031588
       max_edu_in_hh2_udb |   -.024021   .0075941    -3.16   0.002    -.0389051   -.0091368
   chronic_disease_hh_udb |  -.0316172   .0099685    -3.17   0.002    -.0511551   -.0120792
                          |
             finalstratum |
                       2  |   .0869437   .0240072     3.62   0.000     .0398905     .133997
                       3  |   .0769962   .0186735     4.12   0.000     .0403969    .1135955
                       4  |   .0335673   .0235481     1.43   0.154    -.0125862    .0797208
                       5  |   .0331448   .0179093     1.85   0.064    -.0019568    .0682463
                       6  |  -.0100062   .0213356    -0.47   0.639    -.0518231    .0318108
                       7  |   .0593874   .0288284     2.06   0.039     .0028848      .11589
                       8  |   .0269421   .0179482     1.50   0.133    -.0082357      .06212
                       9  |   .0567678   .0196523     2.89   0.004     .0182501    .0952855
                      10  |   .0333976   .0166411     2.01   0.045     .0007817    .0660135
                      11  |   .0376963   .0192057     1.96   0.050     .0000539    .0753388
                      12  |   .0063387   .0134336     0.47   0.637    -.0199906    .0326681
                      13  |    .058804   .0262465     2.24   0.025     .0073618    .1102461
                      14  |   .0332509   .0181347     1.83   0.067    -.0022926    .0687943
                    1000  |   .0368063   .0180539     2.04   0.041     .0014213    .0721914
                          |
                    _cons |    .049323   .0132588     3.72   0.000     .0233363    .0753097
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |     23,203    .2188079    .4134469          0          1

added scalar:
       e(control_mean) =  .21880791

added scalar:
                e(obs) =  35578

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0085410312854743, .0269199916713923)
Original regression:

Linear regression                               Number of obs     =     35,578
                                                F(26, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0414
                                                Root MSE          =      .4111

                                              (Std. err. adjusted for 104 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0091895   .0106089     0.87   0.388    -.0118507    .0302297
             credit_mar18 |   .5260839   .0641689     8.20   0.000     .3988201    .6533478
        mar16_gasorbiogas |  -.2439903   .0783764    -3.11   0.002    -.3994315   -.0885491
      mar16_briquettecoal |  -28.31302    11.0992    -2.55   0.012    -50.32565   -6.300382
         mar17_any_credit |   .1353094   .0671509     2.02   0.047     .0021314    .2684873
             dinding4_udb |  -.0127178   .0083063    -1.53   0.129    -.0291913    .0037557
          jumlah_art1_udb |  -.0611056   .0163412    -3.74   0.000    -.0935146   -.0286966
          jumlah_art2_udb |  -.0519247   .0113318    -4.58   0.000    -.0743987   -.0294507
              age_hoh_udb |  -.0001274   .0001424    -0.89   0.373    -.0004097     .000155
ijazah_tertinggi1_hoh_udb |  -.0420226   .0091169    -4.61   0.000    -.0601038   -.0239414
           num_in_hh1_udb |  -.0200658   .0086712    -2.31   0.023     -.037263   -.0028686
       max_edu_in_hh2_udb |   -.024021   .0076337    -3.15   0.002    -.0391605   -.0088814
   chronic_disease_hh_udb |  -.0316172   .0100205    -3.16   0.002    -.0514904    -.011744
                          |
             finalstratum |
                       2  |   .0869437   .0241323     3.60   0.000      .039083    .1348044
                       3  |   .0769962   .0187707     4.10   0.000     .0397689    .1142235
                       4  |   .0335673   .0236708     1.42   0.159    -.0133782    .0805128
                       5  |   .0331448   .0180026     1.84   0.068    -.0025591    .0688487
                       6  |  -.0100062   .0214467    -0.47   0.642    -.0525407    .0325284
                       7  |   .0593874   .0289786     2.05   0.043     .0019152    .1168596
                       8  |   .0269421   .0180417     1.49   0.138    -.0088394    .0627237
                       9  |   .0567678   .0197546     2.87   0.005     .0175891    .0959465
                      10  |   .0333976   .0167278     2.00   0.049      .000222    .0665732
                      11  |   .0376963   .0193058     1.95   0.054    -.0005921    .0759847
                      12  |   .0063387   .0135036     0.47   0.640    -.0204424    .0331199
                      13  |    .058804   .0263832     2.23   0.028     .0064791    .1111289
                      14  |   .0332509   .0182292     1.82   0.071    -.0029025    .0694042
                    1000  |   .0368063    .018148     2.03   0.045     .0008141    .0727986
                          |
                    _cons |    .049323   .0133278     3.70   0.000     .0228904    .0757556
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .396
(results creditall0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: all | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar17_any_credit dinding4_udb jumlah_art1_udb jumlah_art2_udb age_hoh_udb ijazah_tertinggi1_hoh_udb
          num_in_hh1_udb num_in_hh2_udb max_edu_in_hh2_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                66,487
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (26):                credit_mar18 mar16_gasorbiogas mar17_any_credit dinding4_udb jumlah_art1_udb
                                       jumlah_art2_udb age_hoh_udb ijazah_tertinggi1_hoh_udb num_in_hh1_udb num_in_hh2_udb
                                       max_edu_in_hh2_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0051681   .0092474     0.56   0.576    -.0129565    .0232926
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0020291   .0082308     0.25   0.805    -.0141029    .0181611
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0020296   .0082421     0.25   0.805    -.0141246    .0181838
             credit_mar18 |   .4069562   .0559072     7.28   0.000     .2973801    .5165323
        mar16_gasorbiogas |  -.2716172   .0492456    -5.52   0.000    -.3681368   -.1750975
         mar17_any_credit |   .2751521   .0463032     5.94   0.000     .1843995    .3659048
             dinding4_udb |  -.0079186    .006461    -1.23   0.220    -.0205819    .0047447
          jumlah_art1_udb |  -.0749514   .0128429    -5.84   0.000    -.1001229   -.0497798
          jumlah_art2_udb |  -.0537724   .0083787    -6.42   0.000    -.0701943   -.0373504
              age_hoh_udb |  -.0001214   .0001182    -1.03   0.305    -.0003531    .0001103
ijazah_tertinggi1_hoh_udb |  -.0281821   .0078699    -3.58   0.000    -.0436069   -.0127574
           num_in_hh1_udb |  -.0324784    .007292    -4.45   0.000    -.0467705   -.0181864
           num_in_hh2_udb |  -.0279286   .0062993    -4.43   0.000    -.0402749   -.0155822
       max_edu_in_hh2_udb |  -.0169018   .0060342    -2.80   0.005    -.0287286   -.0050749
                          |
             finalstratum |
                       2  |   .0308803   .0222343     1.39   0.165    -.0126982    .0744588
                       3  |   .0472785   .0200934     2.35   0.019     .0078962    .0866609
                       4  |   .0147476   .0207931     0.71   0.478     -.026006    .0555013
                       5  |   .0100104   .0173877     0.58   0.565    -.0240689    .0440897
                       6  |  -.0068967   .0196356    -0.35   0.725    -.0453818    .0315884
                       7  |   .0814443     .02042     3.99   0.000     .0414219    .1214667
                       8  |   .0225533     .01635     1.38   0.168     -.009492    .0545986
                       9  |   .0515866    .022232     2.32   0.020     .0080126    .0951605
                      10  |   .0040798   .0151289     0.27   0.787    -.0255722    .0337318
                      11  |   .0089986   .0193729     0.46   0.642    -.0289715    .0469687
                      12  |  -.0045831   .0155939    -0.29   0.769    -.0351465    .0259803
                      13  |   .0313972   .0188339     1.67   0.096    -.0055166    .0683109
                      14  |   .0357988   .0156294     2.29   0.022     .0051657    .0664319
                    1000  |   .0230831   .0159935     1.44   0.149    -.0082636    .0544299
                          |
                    _cons |   .0670667   .0138294     4.85   0.000     .0399616    .0941718
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |     40,426    .2379657    .4258433          0          1

added scalar:
       e(control_mean) =  .23796567

added scalar:
                e(obs) =  66487

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0118171195306502, .015876331172839)
Original regression:

Linear regression                               Number of obs     =     66,496
                                                F(26, 104)        =      70.27
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0455
                                                Root MSE          =     .42402

                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0020025   .0082807     0.24   0.809    -.0144185    .0184236
             credit_mar18 |   .4074891   .0561246     7.26   0.000      .296192    .5187863
        mar16_gasorbiogas |  -.2709173   .0493759    -5.49   0.000    -.3688316   -.1730029
         mar17_any_credit |    .274788   .0464819     5.91   0.000     .1826126    .3669633
             dinding4_udb |  -.0079033   .0064921    -1.22   0.226    -.0207774    .0049707
          jumlah_art1_udb |  -.0749626   .0129077    -5.81   0.000     -.100559   -.0493662
          jumlah_art2_udb |  -.0537799   .0084208    -6.39   0.000    -.0704788   -.0370811
              age_hoh_udb |  -.0001211   .0001188    -1.02   0.311    -.0003566    .0001145
ijazah_tertinggi1_hoh_udb |   -.028184   .0079092    -3.56   0.001    -.0438682   -.0124999
           num_in_hh1_udb |  -.0324646   .0073291    -4.43   0.000    -.0469985   -.0179307
           num_in_hh2_udb |  -.0279205   .0063307    -4.41   0.000    -.0404745   -.0153665
       max_edu_in_hh2_udb |  -.0168987   .0060641    -2.79   0.006     -.028924   -.0048734
                          |
             finalstratum |
                       2  |   .0308526   .0223336     1.38   0.170    -.0134358    .0751409
                       3  |   .0472742   .0201883     2.34   0.021     .0072401    .0873083
                       4  |   .0147638   .0208936     0.71   0.481     -.026669    .0561966
                       5  |   .0099984   .0174733     0.57   0.568    -.0246519    .0446487
                       6  |  -.0068732   .0197294    -0.35   0.728    -.0459972    .0322509
                       7  |   .0814405   .0205254     3.97   0.000     .0407379    .1221431
                       8  |   .0225647     .01643     1.37   0.173    -.0100166    .0551461
                       9  |   .0515841   .0223444     2.31   0.023     .0072742    .0958939
                      10  |   .0040994   .0152022     0.27   0.788    -.0260472     .034246
                      11  |   .0090141   .0194676     0.46   0.644    -.0295909    .0476191
                      12  |    -.00458   .0156635    -0.29   0.771    -.0356413    .0264813
                      13  |   .0314192   .0189235     1.66   0.100    -.0061068    .0689451
                      14  |   .0358074   .0157066     2.28   0.025     .0046606    .0669542
                    1000  |   .0229889    .016065     1.43   0.155    -.0088686    .0548464
                          |
                    _cons |   .0670011   .0138941     4.82   0.000     .0394486    .0945536
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .82
(results creditallall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: pmt30 | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar17_any_credit adadapodik_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas kelas_tertinggi8_hoh_udb
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,538
Number of clusters:                      103
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (20):                credit_mar18 mar16_gasorbiogas mar17_any_credit adadapodik_udb
                                       kelas_tertinggi8_hoh_udb 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0056934   .0183195     0.31   0.756    -.0302121    .0415989
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0082282   .0145167     0.57   0.571     -.020224    .0366805
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
                  credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |   .0082321   .0144379     0.57   0.569    -.0200656    .0365298
            credit_mar18 |   .4705784   .1037916     4.53   0.000     .2671506    .6740062
       mar16_gasorbiogas |   .0788838   .1254848     0.63   0.530    -.1670619    .3248295
        mar17_any_credit |   .1536026   .1064729     1.44   0.149    -.0550805    .3622857
          adadapodik_udb |   .0595105   .0079331     7.50   0.000     .0439619    .0750591
kelas_tertinggi8_hoh_udb |  -.2703771   .0284957    -9.49   0.000    -.3262277   -.2145265
                         |
            finalstratum |
                      2  |   .2322656   .0368359     6.31   0.000     .1600686    .3044627
                      3  |   .1071312   .0337036     3.18   0.001     .0410733    .1731891
                      4  |   .0686185   .0257139     2.67   0.008     .0182201    .1190168
                      5  |  -.0084783   .0189925    -0.45   0.655     -.045703    .0287463
                      6  |  -.0141401   .0299432    -0.47   0.637    -.0728277    .0445475
                      7  |   .0924578   .0424847     2.18   0.030     .0091893    .1757263
                      8  |   .0035959   .0226089     0.16   0.874    -.0407167    .0479085
                      9  |    .058063   .0262404     2.21   0.027     .0066327    .1094933
                     10  |   .0527089   .0279544     1.89   0.059    -.0020807    .1074986
                     11  |   .0264174   .0229613     1.15   0.250     -.018586    .0714208
                     12  |  -.0434441   .0247729    -1.75   0.079    -.0919981      .00511
                     13  |   .0611756    .027532     2.22   0.026     .0072138    .1151373
                     14  |   .0479031   .0211598     2.26   0.024     .0064305    .0893756
                   1000  |   .0218934   .0232784     0.94   0.347    -.0237313    .0675182
                         |
                   _cons |  -.0220036   .0186241    -1.18   0.237    -.0585062    .0144989
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |      6,083    .1911886    .3932695          0          1

added scalar:
       e(control_mean) =  .19118856

added scalar:
                e(obs) =  9538

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0160235169103524, .0324877443059986)
Original regression:

Linear regression                               Number of obs     =      9,538
                                                F(19, 102)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0547
                                                Root MSE          =      .3869

                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
                  credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |   .0082321    .014523     0.57   0.572    -.0205741    .0370383
            credit_mar18 |   .4705784   .1044032     4.51   0.000     .2634952    .6776616
       mar16_gasorbiogas |   .0788838   .1262242     0.62   0.533    -.1714814     .329249
        mar17_any_credit |   .1536026   .1071003     1.43   0.155    -.0588304    .3660356
          adadapodik_udb |   .0595105   .0079799     7.46   0.000     .0436825    .0753385
kelas_tertinggi8_hoh_udb |  -.2703771   .0286636    -9.43   0.000    -.3272313   -.2135229
                         |
            finalstratum |
                      2  |   .2322656   .0370529     6.27   0.000     .1587713      .30576
                      3  |   .1071312   .0339022     3.16   0.002     .0398863    .1743762
                      4  |   .0686185   .0258654     2.65   0.009     .0173145    .1199224
                      5  |  -.0084783   .0191044    -0.44   0.658    -.0463719    .0294152
                      6  |  -.0141401   .0301196    -0.47   0.640    -.0738823    .0456021
                      7  |   .0924578   .0427351     2.16   0.033      .007693    .1772226
                      8  |   .0035959   .0227421     0.16   0.875    -.0415129    .0487048
                      9  |    .058063    .026395     2.20   0.030     .0057086    .1104174
                     10  |   .0527089   .0281191     1.87   0.064    -.0030653    .1084831
                     11  |   .0264174   .0230966     1.14   0.255    -.0193947    .0722295
                     12  |  -.0434441   .0249189    -1.74   0.084    -.0928706    .0059825
                     13  |   .0611756   .0276942     2.21   0.029     .0062442     .116107
                     14  |   .0479031   .0212845     2.25   0.027     .0056853    .0901208
                   1000  |   .0218934   .0234155     0.93   0.352    -.0245511     .068338
                         |
                   _cons |  -.0220036   .0187338    -1.17   0.243    -.0591621    .0151549
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .604
(results creditpmt300 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: pmt30 | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar16_bottleddrinkwater mar17_any_credit mar18_mutualgoosetoilet mar18_bottleddrinkwater
          adadapodik_udb jumlah_art1_udb jumlah_art2_udb age_hoh_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                16,329
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (27):                credit_mar18 mar16_bottleddrinkwater mar16_gasorbiogas mar17_any_credit
                                       mar18_mutualgoosetoilet mar18_bottleddrinkwater adadapodik_udb jumlah_art1_udb
                                       jumlah_art2_udb age_hoh_udb in_school_hh_udb pregnant_hh_m_udb 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0071268   .0150915     0.47   0.637     -.022452    .0367056
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0077557   .0136254     0.57   0.569    -.0189495    .0344609
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
                 credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0078082   .0134999     0.58   0.563    -.0186512    .0342676
           credit_mar18 |   .3781695   .1038723     3.64   0.000     .1745835    .5817555
mar16_bottleddrinkwater |   .2290025   .1679755     1.36   0.173    -.1002235    .5582285
      mar16_gasorbiogas |  -.0791532   .0887133    -0.89   0.372     -.253028    .0947216
       mar17_any_credit |   .2897533   .0925075     3.13   0.002     .1084419    .4710647
mar18_mutualgoosetoilet |   .2476336   .1256565     1.97   0.049     .0013514    .4939158
mar18_bottleddrinkwater |  -.0045793   .2046959    -0.02   0.982    -.4057758    .3966172
         adadapodik_udb |   .0333535   .0076757     4.35   0.000     .0183094    .0483975
        jumlah_art1_udb |  -.0535043   .0190182    -2.81   0.005    -.0907793   -.0162292
        jumlah_art2_udb |  -.0473713   .0109977    -4.31   0.000    -.0689265   -.0258161
            age_hoh_udb |  -.0005028   .0001368    -3.68   0.000    -.0007709   -.0002347
       in_school_hh_udb |   .0285711   .0080895     3.53   0.000      .012716    .0444262
      pregnant_hh_m_udb |  -.0457749   .0082148    -5.57   0.000    -.0618755   -.0296742
                        |
           finalstratum |
                     2  |   .0632237   .0520771     1.21   0.225    -.0388455     .165293
                     3  |   .0696551   .0415969     1.67   0.094    -.0118734    .1511835
                     4  |   .0370788   .0234894     1.58   0.114    -.0089595    .0831172
                     5  |  -.0029709   .0179795    -0.17   0.869      -.03821    .0322682
                     6  |  -.0290263   .0241196    -1.20   0.229    -.0762999    .0182473
                     7  |   .0952852   .0294399     3.24   0.001      .037584    .1529864
                     8  |  -.0131274   .0228749    -0.57   0.566    -.0579614    .0317067
                     9  |   .0296546   .0237895     1.25   0.213    -.0169719    .0762812
                    10  |   .0334997   .0227916     1.47   0.142     -.011171    .0781705
                    11  |   .0107833   .0269686     0.40   0.689    -.0420742    .0636409
                    12  |   -.045831   .0200087    -2.29   0.022    -.0850473   -.0066147
                    13  |   .0280764   .0161422     1.74   0.082    -.0035616    .0597144
                    14  |   .0355334   .0167086     2.13   0.033     .0027852    .0682816
                  1000  |   .0146538   .0176251     0.83   0.406    -.0198908    .0491985
                        |
                  _cons |   .0179398   .0179995     1.00   0.319    -.0173386    .0532183
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |      9,927    .2100332    .4073524          0          1

added scalar:
       e(control_mean) =  .21003324

added scalar:
                e(obs) =  16329

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0148716872900345, .0304881278631063)
Original regression:

Linear regression                               Number of obs     =     16,329
                                                F(27, 104)        =      34.36
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0747
                                                Root MSE          =     .39939

                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
                 credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0078082   .0135759     0.58   0.566    -.0191133    .0347298
           credit_mar18 |   .3781695   .1044569     3.62   0.000     .1710276    .5853115
mar16_bottleddrinkwater |   .2290025   .1689209     1.36   0.178     -.105974     .563979
      mar16_gasorbiogas |  -.0791532   .0892125    -0.89   0.377     -.256065    .0977586
       mar17_any_credit |   .2897533   .0930281     3.11   0.002      .105275    .4742316
mar18_mutualgoosetoilet |   .2476336   .1263637     1.96   0.053    -.0029504    .4982175
mar18_bottleddrinkwater |  -.0045793   .2058479    -0.02   0.982    -.4127834    .4036247
         adadapodik_udb |   .0333535   .0077189     4.32   0.000     .0180467    .0486603
        jumlah_art1_udb |  -.0535043   .0191253    -2.80   0.006    -.0914304   -.0155782
        jumlah_art2_udb |  -.0473713   .0110596    -4.28   0.000     -.069303   -.0254396
            age_hoh_udb |  -.0005028   .0001376    -3.66   0.000    -.0007756     -.00023
       in_school_hh_udb |   .0285711    .008135     3.51   0.001     .0124391    .0447032
      pregnant_hh_m_udb |  -.0457749    .008261    -5.54   0.000    -.0621567    -.029393
                        |
           finalstratum |
                     2  |   .0632237   .0523702     1.21   0.230    -.0406283    .1670758
                     3  |   .0696551    .041831     1.67   0.099    -.0132974    .1526076
                     4  |   .0370788   .0236216     1.57   0.120    -.0097637    .0839213
                     5  |  -.0029709   .0180807    -0.16   0.870    -.0388255    .0328837
                     6  |  -.0290263   .0242554    -1.20   0.234    -.0771256     .019073
                     7  |   .0952852   .0296056     3.22   0.002     .0365762    .1539943
                     8  |  -.0131274   .0230037    -0.57   0.569    -.0587445    .0324898
                     9  |   .0296546   .0239234     1.24   0.218    -.0177863    .0770956
                    10  |   .0334997   .0229199     1.46   0.147    -.0119513    .0789507
                    11  |   .0107833   .0271204     0.40   0.692    -.0429975    .0645641
                    12  |   -.045831   .0201213    -2.28   0.025    -.0857323   -.0059298
                    13  |   .0280764    .016233     1.73   0.087    -.0041143    .0602671
                    14  |   .0355334   .0168026     2.11   0.037     .0022132    .0688536
                  1000  |   .0146538   .0177243     0.83   0.410    -.0204942    .0498019
                        |
                  _cons |   .0179398   .0181008     0.99   0.324    -.0179548    .0538345
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .606
(results creditpmt30all are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: above | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar17_any_credit jumlah_art1_udb pendidikan_tertinggi2_hoh_udb ijazah_tertinggi1_hoh_udb
          max_edu_in_hh2_udb max_degree_in_hh1_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                25,679
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (24):                credit_mar18 mar16_gasorbiogas mar16_briquettecoal mar17_any_credit jumlah_art1_udb
                                       pendidikan_tertinggi2_hoh_udb ijazah_tertinggi1_hoh_udb max_edu_in_hh2_udb
                                       max_degree_in_hh1_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0123101    .012274     1.00   0.316    -.0117465    .0363667
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |    .008476   .0110413     0.77   0.443    -.0131645    .0301165
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                       credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0084381   .0110309     0.76   0.444    -.0131822    .0300583
                 credit_mar18 |   .5499208   .0678397     8.11   0.000     .4169574    .6828841
            mar16_gasorbiogas |  -.3044169    .074769    -4.07   0.000    -.4509614   -.1578723
          mar16_briquettecoal |  -18.17299   11.87121    -1.53   0.126    -41.44014    5.094164
             mar17_any_credit |   .1342486   .0797037     1.68   0.092    -.0219678     .290465
              jumlah_art1_udb |  -.0681324   .0190856    -3.57   0.000    -.1055395   -.0307253
pendidikan_tertinggi2_hoh_udb |  -.0198534   .0119224    -1.67   0.096    -.0432209     .003514
    ijazah_tertinggi1_hoh_udb |   -.036524   .0194214    -1.88   0.060    -.0745892    .0015411
           max_edu_in_hh2_udb |  -.0295429   .0132074    -2.24   0.025    -.0554289   -.0036568
        max_degree_in_hh1_udb |  -.0441268   .0200245    -2.20   0.028    -.0833741   -.0048795
                              |
                 finalstratum |
                           2  |   .0463424   .0257332     1.80   0.072    -.0040938    .0967785
                           3  |   .0652276    .022463     2.90   0.004     .0212009    .1092543
                           4  |   .0182512    .026026     0.70   0.483    -.0327589    .0692613
                           5  |   .0365239   .0226252     1.61   0.106    -.0078206    .0808685
                           6  |  -.0137669   .0227326    -0.61   0.545    -.0583221    .0307882
                           7  |   .0471123   .0244684     1.93   0.054    -.0008448    .0950695
                           8  |   .0356392    .021964     1.62   0.105    -.0074095    .0786878
                           9  |   .0535894   .0234465     2.29   0.022     .0076351    .0995437
                          10  |   .0238136   .0208495     1.14   0.253    -.0170508    .0646779
                          11  |   .0364274   .0218173     1.67   0.095    -.0063338    .0791885
                          12  |   .0149681   .0169412     0.88   0.377     -.018236    .0481722
                          13  |   .0581925   .0306349     1.90   0.057    -.0018508    .1182357
                          14  |   .0326661   .0211002     1.55   0.122    -.0086895    .0740216
                        1000  |   .0364875   .0207063     1.76   0.078    -.0040961    .0770712
                              |
                        _cons |   .0470629   .0152871     3.08   0.002     .0171007    .0770252
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |     16,850     .230089    .4209021          0          1

added scalar:
       e(control_mean) =  .23008902

added scalar:
                e(obs) =  25679

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0100938870906256, .026970063776746)
Original regression:

Linear regression                               Number of obs     =     25,679
                                                F(23, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0349
                                                Root MSE          =     .42015

                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                       credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0084381   .0110893     0.76   0.448     -.013555    .0304311
                 credit_mar18 |   .5499208   .0681988     8.06   0.000     .4146646    .6851769
            mar16_gasorbiogas |  -.3044169   .0751647    -4.05   0.000    -.4534884   -.1553453
          mar16_briquettecoal |  -18.17299   11.93405    -1.52   0.131    -41.84135    5.495381
             mar17_any_credit |   .1342486   .0801256     1.68   0.097    -.0246616    .2931588
              jumlah_art1_udb |  -.0681324   .0191866    -3.55   0.001    -.1061846   -.0300803
pendidikan_tertinggi2_hoh_udb |  -.0198534   .0119855    -1.66   0.101    -.0436238    .0039169
    ijazah_tertinggi1_hoh_udb |   -.036524   .0195242    -1.87   0.064    -.0752456    .0021975
           max_edu_in_hh2_udb |  -.0295429   .0132773    -2.23   0.028    -.0558753   -.0032105
        max_degree_in_hh1_udb |  -.0441268   .0201305    -2.19   0.031    -.0840509   -.0042027
                              |
                 finalstratum |
                           2  |   .0463424   .0258694     1.79   0.076    -.0049635    .0976483
                           3  |   .0652276   .0225819     2.89   0.005     .0204418    .1100135
                           4  |   .0182512   .0261638     0.70   0.487    -.0336385    .0701409
                           5  |   .0365239   .0227449     1.61   0.111    -.0085853    .0816331
                           6  |  -.0137669    .022853    -0.60   0.548    -.0590904    .0315565
                           7  |   .0471123   .0245979     1.92   0.058    -.0016718    .0958965
                           8  |   .0356392   .0220803     1.61   0.110    -.0081518    .0794302
                           9  |   .0535894   .0235706     2.27   0.025     .0068426    .1003362
                          10  |   .0238136   .0209599     1.14   0.259    -.0177554    .0653825
                          11  |   .0364274   .0219328     1.66   0.100    -.0070711    .0799259
                          12  |   .0149681   .0170308     0.88   0.382    -.0188085    .0487448
                          13  |   .0581925    .030797     1.89   0.062    -.0028861    .1192711
                          14  |   .0326661   .0212118     1.54   0.127    -.0094026    .0747348
                        1000  |   .0364875   .0208159     1.75   0.083    -.0047959     .077771
                              |
                        _cons |   .0470629   .0153681     3.06   0.003      .016584    .0775418
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .479
(results creditabove0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: credit | PMT: above | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var credit...
Selected: credit_mar18 mar17_any_credit adadapodik_udb jumlah_art1_udb jumlah_art2_udb ijazah_tertinggi1_hoh_udb
          max_edu_in_hh2_udb max_degree_in_hh1_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                49,557
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               credit_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (24):                credit_mar18 mar16_gasorbiogas mar17_any_credit adadapodik_udb jumlah_art1_udb
                                       jumlah_art2_udb ijazah_tertinggi1_hoh_udb max_edu_in_hh2_udb max_degree_in_hh1_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     credit_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0057911   .0094547     0.61   0.540    -.0127398    .0243219
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
      credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0009481   .0084387     0.11   0.911    -.0155914    .0174876
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0009432   .0085084     0.11   0.912    -.0157329    .0176194
             credit_mar18 |   .4050784   .0581476     6.97   0.000     .2911111    .5190456
        mar16_gasorbiogas |  -.2935849   .0518459    -5.66   0.000    -.3952011   -.1919688
         mar17_any_credit |   .2678054   .0506976     5.28   0.000     .1684399     .367171
           adadapodik_udb |   .0551419   .0093343     5.91   0.000      .036847    .0734369
          jumlah_art1_udb |  -.0814815   .0143727    -5.67   0.000    -.1096514   -.0533116
          jumlah_art2_udb |  -.0466269   .0136702    -3.41   0.001      -.07342   -.0198337
ijazah_tertinggi1_hoh_udb |  -.0424752   .0169008    -2.51   0.012    -.0756001   -.0093503
       max_edu_in_hh2_udb |  -.0367302   .0099273    -3.70   0.000    -.0561873   -.0172731
    max_degree_in_hh1_udb |  -.0202775   .0195153    -1.04   0.299    -.0585268    .0179718
                          |
             finalstratum |
                       2  |   .0114372   .0202374     0.57   0.572    -.0282273    .0511017
                       3  |   .0362625   .0212597     1.71   0.088    -.0054058    .0779308
                       4  |  -.0021836   .0227421    -0.10   0.924    -.0467574    .0423901
                       5  |   .0106275   .0218922     0.49   0.627    -.0322804    .0535354
                       6  |  -.0064014   .0210483    -0.30   0.761    -.0476552    .0348525
                       7  |   .0662536   .0207364     3.20   0.001      .025611    .1068963
                       8  |   .0331268   .0188883     1.75   0.079    -.0038937    .0701472
                       9  |   .0514168   .0256447     2.00   0.045     .0011542    .1016795
                      10  |  -.0065987   .0183711    -0.36   0.719    -.0426054     .029408
                      11  |   .0040737   .0218111     0.19   0.852    -.0386752    .0468226
                      12  |   .0015408   .0208525     0.07   0.941    -.0393293    .0424109
                      13  |   .0308959   .0227323     1.36   0.174    -.0136585    .0754504
                      14  |   .0396555   .0175003     2.27   0.023     .0053556    .0739554
                    1000  |   .0197231   .0195869     1.01   0.314    -.0186665    .0581127
                          |
                    _cons |   .0685853   .0164271     4.18   0.000     .0363887    .1007819
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
      credit |     30,050    .2480532    .4318901          0          1

added scalar:
       e(control_mean) =  .24805324

added scalar:
                e(obs) =  49557

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0133508778886387, .0152373261555307)
Original regression:

Linear regression                               Number of obs     =     49,566
                                                F(24, 104)        =      66.82
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0391
                                                Root MSE          =     .43127

                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                   credit | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0009067   .0085472     0.11   0.916    -.0160427    .0178562
             credit_mar18 |   .4057302   .0583605     6.95   0.000     .2899992    .5214613
        mar16_gasorbiogas |  -.2927401   .0519463    -5.64   0.000    -.3957515   -.1897288
         mar17_any_credit |   .2673725   .0508794     5.26   0.000     .1664767    .3682683
           adadapodik_udb |   .0551672   .0093765     5.88   0.000     .0365732    .0737612
          jumlah_art1_udb |   -.081463   .0144437    -5.64   0.000    -.1101055   -.0528205
          jumlah_art2_udb |   -.046608   .0137389    -3.39   0.001    -.0738528   -.0193632
ijazah_tertinggi1_hoh_udb |  -.0424637   .0169843    -2.50   0.014    -.0761441   -.0087833
       max_edu_in_hh2_udb |  -.0367125   .0099752    -3.68   0.000    -.0564937   -.0169313
    max_degree_in_hh1_udb |  -.0202865   .0196127    -1.03   0.303    -.0591792    .0186062
                          |
             finalstratum |
                       2  |   .0113931   .0203321     0.56   0.576    -.0289263    .0517124
                       3  |   .0362521   .0213609     1.70   0.093    -.0061074    .0786116
                       4  |  -.0021672   .0228534    -0.09   0.925    -.0474864     .043152
                       5  |   .0106037   .0220021     0.48   0.631    -.0330274    .0542348
                       6  |  -.0063746     .02115    -0.30   0.764    -.0483157    .0355666
                       7  |    .066244    .020844     3.18   0.002     .0249095    .1075785
                       8  |   .0331366   .0189814     1.75   0.084    -.0045043    .0707775
                       9  |   .0514105   .0257752     1.99   0.049     .0002973    .1025238
                      10  |  -.0065809   .0184623    -0.36   0.722    -.0431924    .0300306
                      11  |    .004085   .0219189     0.19   0.853     -.039381    .0475509
                      12  |   .0015396   .0209478     0.07   0.942    -.0400007      .04308
                      13  |   .0309218   .0228421     1.35   0.179    -.0143749    .0762185
                      14  |   .0396628   .0175878     2.26   0.026     .0047856    .0745401
                    1000  |   .0196069   .0196756     1.00   0.321    -.0194106    .0586244
                          |
                    _cons |    .068515   .0165059     4.15   0.000     .0357831    .1012469
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .9320000000000001
(results creditaboveall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: all | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: mar17_car himbara_bank_podes non_agri_podes vstrong_cell_signal_podes adapkh_udb adakks2017_udb sta_kks_udb
          sta_pkh_udb male_hoh_udb pendidikan_tertinggi2_hoh_udb ijazah_tertinggi2_hoh_udb male_hoh_m_udb num_in_hh1_udb
          num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                35,578
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (36):                pkh_receipt_mar18 mar16_gasorbiogas mar16_briquettecoal mar17_car
                                       himbara_bank_podes non_agri_podes vstrong_cell_signal_podes adapkh_udb
                                       adakks2017_udb sta_kks_udb sta_pkh_udb male_hoh_udb pendidikan_tertinggi2_hoh_udb
                                       ijazah_tertinggi2_hoh_udb male_hoh_m_udb num_in_hh1_udb num_in_hh4_udb
                                       num_in_hh5_udb num_in_hh6_udb in_school_hh_udb pregnant_hh_m_udb 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0010797    .008164    -0.13   0.895    -.0170808    .0149214
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0000864   .0060674     0.01   0.989    -.0118054    .0119782
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                  pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0001237    .006169     0.02   0.984    -.0119673    .0122147
            pkh_receipt_mar18 |   .1679759   .0580981     2.89   0.004     .0541058     .281846
            mar16_gasorbiogas |  -.0153441   .0352561    -0.44   0.663    -.0844447    .0537565
          mar16_briquettecoal |  -7.332149   6.803491    -1.08   0.281    -20.66675    6.002448
                    mar17_car |    .001617   .0515859     0.03   0.975    -.0994896    .1027235
           himbara_bank_podes |  -.0121255   .0045832    -2.65   0.008    -.0211083   -.0031427
               non_agri_podes |  -.0110659   .0045386    -2.44   0.015    -.0199613   -.0021705
    vstrong_cell_signal_podes |  -.0142074   .0036639    -3.88   0.000    -.0213884   -.0070264
                   adapkh_udb |   .5254307   .0122748    42.81   0.000     .5013726    .5494888
               adakks2017_udb |   .0598536   .0092577     6.47   0.000     .0417088    .0779983
                  sta_kks_udb |   .0222476    .007434     2.99   0.003     .0076772     .036818
                  sta_pkh_udb |    .089149   .0141593     6.30   0.000     .0613972    .1169007
                 male_hoh_udb |  -.0183354   .0104457    -1.76   0.079    -.0388086    .0021378
pendidikan_tertinggi2_hoh_udb |   .0077021   .0089922     0.86   0.392    -.0099222    .0253264
    ijazah_tertinggi2_hoh_udb |   .0204872   .0083101     2.47   0.014     .0041997    .0367747
               male_hoh_m_udb |  -.0284796   .0110466    -2.58   0.010    -.0501305   -.0068286
               num_in_hh1_udb |  -.1089863   .0062766   -17.36   0.000    -.1212883   -.0966843
               num_in_hh4_udb |   .0300304   .0082542     3.64   0.000     .0138524    .0462085
               num_in_hh5_udb |   .0646362   .0128859     5.02   0.000     .0393804     .089892
               num_in_hh6_udb |   .1425617   .0223315     6.38   0.000     .0987928    .1863306
             in_school_hh_udb |   .0475789   .0075027     6.34   0.000     .0328739    .0622839
            pregnant_hh_m_udb |    -.02927   .0063504    -4.61   0.000    -.0417166   -.0168235
                              |
                 finalstratum |
                           2  |  -.0165084   .0176755    -0.93   0.350    -.0511518    .0181349
                           3  |  -.0102895   .0165093    -0.62   0.533    -.0426472    .0220682
                           4  |   .0119391   .0176339     0.68   0.498    -.0226227    .0465009
                           5  |  -.0155925   .0171655    -0.91   0.364    -.0492364    .0180513
                           6  |  -.0141604   .0166689    -0.85   0.396    -.0468309    .0185101
                           7  |   .0142933   .0233954     0.61   0.541    -.0315608    .0601475
                           8  |  -.0023577    .017744    -0.13   0.894    -.0371353      .03242
                           9  |   .0163992   .0144925     1.13   0.258    -.0120056    .0448039
                          10  |  -.0163967   .0133175    -1.23   0.218    -.0424986    .0097051
                          11  |  -.0104926   .0169461    -0.62   0.536    -.0437063    .0227211
                          12  |  -.0114203   .0173022    -0.66   0.509    -.0453321    .0224914
                          13  |  -.0143151   .0132123    -1.08   0.279    -.0402107    .0115805
                          14  |    .022475    .014653     1.53   0.125    -.0062444    .0511945
                        1000  |   -.017546   .0153704    -1.14   0.254    -.0476714    .0125794
                              |
                        _cons |     .07308   .0220853     3.31   0.001     .0297937    .1163663
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |     23,203    .1605827    .3671535          0          1

added scalar:
       e(control_mean) =  .16058268

added scalar:
                e(obs) =  35578

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0102401945157609, .0104876458648677)
Original regression:

Linear regression                               Number of obs     =     35,578
                                                F(35, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.5216
                                                Root MSE          =     .25257

                                                  (Std. err. adjusted for 104 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                  pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0001237   .0062019     0.02   0.984    -.0121763    .0124238
            pkh_receipt_mar18 |   .1679759   .0584081     2.88   0.005     .0521371    .2838146
            mar16_gasorbiogas |  -.0153441   .0354442    -0.43   0.666    -.0856394    .0549512
          mar16_briquettecoal |  -7.332149   6.839803    -1.07   0.286    -20.89729    6.232987
                    mar17_car |    .001617   .0518612     0.03   0.975    -.1012376    .1044715
           himbara_bank_podes |  -.0121255   .0046076    -2.63   0.010    -.0212636   -.0029874
               non_agri_podes |  -.0110659   .0045628    -2.43   0.017    -.0201151   -.0020167
    vstrong_cell_signal_podes |  -.0142074   .0036834    -3.86   0.000    -.0215126   -.0069023
                   adapkh_udb |   .5254307   .0123403    42.58   0.000     .5009566    .5499047
               adakks2017_udb |   .0598536   .0093071     6.43   0.000     .0413951     .078312
                  sta_kks_udb |   .0222476   .0074737     2.98   0.004     .0074253    .0370699
                  sta_pkh_udb |    .089149   .0142349     6.26   0.000     .0609174    .1173805
                 male_hoh_udb |  -.0183354   .0105015    -1.75   0.084    -.0391626    .0024917
pendidikan_tertinggi2_hoh_udb |   .0077021   .0090401     0.85   0.396    -.0102269    .0256311
    ijazah_tertinggi2_hoh_udb |   .0204872   .0083545     2.45   0.016     .0039181    .0370563
               male_hoh_m_udb |  -.0284796   .0111056    -2.56   0.012    -.0505049   -.0064543
               num_in_hh1_udb |  -.1089863   .0063101   -17.27   0.000     -.121501   -.0964716
               num_in_hh4_udb |   .0300304   .0082983     3.62   0.000     .0135727    .0464882
               num_in_hh5_udb |   .0646362   .0129546     4.99   0.000     .0389437    .0903287
               num_in_hh6_udb |   .1425617   .0224507     6.35   0.000     .0980361    .1870873
             in_school_hh_udb |   .0475789   .0075427     6.31   0.000     .0326196    .0625381
            pregnant_hh_m_udb |    -.02927   .0063843    -4.58   0.000    -.0419317   -.0166083
                              |
                 finalstratum |
                           2  |  -.0165084   .0177698    -0.93   0.355    -.0517507    .0187339
                           3  |  -.0102895   .0165974    -0.62   0.537    -.0432067    .0226276
                           4  |   .0119391    .017728     0.67   0.502    -.0232203    .0470984
                           5  |  -.0155925   .0172572    -0.90   0.368    -.0498181     .018633
                           6  |  -.0141604   .0167579    -0.84   0.400    -.0473957    .0190749
                           7  |   .0142933   .0235203     0.61   0.545    -.0323536    .0609403
                           8  |  -.0023577   .0178387    -0.13   0.895    -.0377366    .0330212
                           9  |   .0163992   .0145699     1.13   0.263    -.0124967     .045295
                          10  |  -.0163967   .0133886    -1.22   0.223    -.0429499    .0101564
                          11  |  -.0104926   .0170365    -0.62   0.539    -.0442806    .0232954
                          12  |  -.0114203   .0173946    -0.66   0.513    -.0459184    .0230777
                          13  |  -.0143151   .0132828    -1.08   0.284    -.0406584    .0120282
                          14  |    .022475   .0147312     1.53   0.130    -.0067409     .051691
                        1000  |   -.017546   .0154524    -1.14   0.259    -.0481922    .0131003
                              |
                        _cons |     .07308   .0222031     3.29   0.001     .0290453    .1171146
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .99
(results pkh_receiptall0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: all | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: pkh_receipt_mar18 mar16_int_recreational mar17_savings_account mar17_lpg5kgmore atm_podes non_agri_podes
          weak_cell_signal_podes adapkh_udb adakks2017_udb sta_kks_udb sta_kis_udb sta_pkh_udb sta_kip_udb jumlah_art1_udb
          jumlah_keluarga1_udb jumlah_kamar1_udb pendidikan_tertinggi2_hoh_udb lapangan_usaha1_hoh_udb male_hoh_m_udb
          num_in_hh1_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb max_edu_in_hh11_udb in_school_hh_udb
          pregnant_hh_m_udb
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                66,487
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (43):                pkh_receipt_mar18 mar16_int_recreational mar16_gasorbiogas mar17_savings_account
                                       mar17_lpg5kgmore atm_podes non_agri_podes weak_cell_signal_podes adapkh_udb
                                       adakks2017_udb sta_kks_udb sta_kis_udb sta_pkh_udb sta_kip_udb jumlah_art1_udb
                                       jumlah_keluarga1_udb jumlah_kamar1_udb pendidikan_tertinggi2_hoh_udb
                                       lapangan_usaha1_hoh_udb male_hoh_m_udb num_in_hh1_udb num_in_hh4_udb num_in_hh5_udb
                                       num_in_hh6_udb num_in_hh7_udb max_edu_in_hh11_udb in_school_hh_udb pregnant_hh_m_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0043664   .0053626    -0.81   0.416    -.0148769    .0061442
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0002955   .0043794     0.07   0.946     -.008288     .008879
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                  pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0003093   .0044557     0.07   0.945    -.0084236    .0090422
            pkh_receipt_mar18 |   .1663481   .0431069     3.86   0.000     .0818601    .2508361
       mar16_int_recreational |   .0078728   .0225455     0.35   0.727    -.0363155    .0520611
            mar16_gasorbiogas |  -.0292073   .0295762    -0.99   0.323    -.0871756     .028761
        mar17_savings_account |  -.0200335   .0166522    -1.20   0.229    -.0526711    .0126041
             mar17_lpg5kgmore |  -.0085142   .0237801    -0.36   0.720    -.0551225     .038094
                    atm_podes |  -.0087128   .0027009    -3.23   0.001    -.0140066   -.0034191
               non_agri_podes |  -.0044171   .0033624    -1.31   0.189    -.0110072     .002173
       weak_cell_signal_podes |   .0130626    .003541     3.69   0.000     .0061223    .0200028
                   adapkh_udb |    .511443    .012547    40.76   0.000     .4868514    .5360346
               adakks2017_udb |   .0595799   .0082111     7.26   0.000     .0434864    .0756734
                  sta_kks_udb |    .013135   .0061399     2.14   0.032     .0011009    .0251691
                  sta_kis_udb |   .0010737   .0054048     0.20   0.843    -.0095195    .0116669
                  sta_pkh_udb |    .085685   .0106545     8.04   0.000     .0648025    .1065675
                  sta_kip_udb |   .0241245   .0093269     2.59   0.010     .0058441    .0424049
              jumlah_art1_udb |   .0936335    .008749    10.70   0.000     .0764858    .1107813
         jumlah_keluarga1_udb |   .0134632    .005659     2.38   0.017     .0023717    .0245547
            jumlah_kamar1_udb |   .0233889   .0058318     4.01   0.000     .0119587     .034819
pendidikan_tertinggi2_hoh_udb |   .0112212   .0054136     2.07   0.038     .0006108    .0218317
      lapangan_usaha1_hoh_udb |   .0170034   .0069726     2.44   0.015     .0033373    .0306696
               male_hoh_m_udb |   .0000116   .0067975     0.00   0.999    -.0133113    .0133345
               num_in_hh1_udb |  -.1287516   .0060576   -21.25   0.000    -.1406242    -.116879
               num_in_hh4_udb |   .0317289   .0065716     4.83   0.000     .0188488    .0446089
               num_in_hh5_udb |   .0676039   .0106747     6.33   0.000     .0466818    .0885259
               num_in_hh6_udb |   .1257363    .017419     7.22   0.000     .0915958    .1598768
               num_in_hh7_udb |   .1629153   .0265293     6.14   0.000     .1109188    .2149118
          max_edu_in_hh11_udb |  -.0711864    .008892    -8.01   0.000    -.0886144   -.0537585
             in_school_hh_udb |   .0417733    .005776     7.23   0.000     .0304526     .053094
            pregnant_hh_m_udb |  -.0193219   .0046547    -4.15   0.000    -.0284449   -.0101988
                              |
                 finalstratum |
                           2  |  -.0284605   .0154532    -1.84   0.066    -.0587482    .0018271
                           3  |   -.010416   .0125633    -0.83   0.407    -.0350397    .0142076
                           4  |  -.0014426   .0137671    -0.10   0.917    -.0284257    .0255405
                           5  |  -.0216687   .0124573    -1.74   0.082    -.0460846    .0027471
                           6  |  -.0188439    .011751    -1.60   0.109    -.0418755    .0041877
                           7  |   .0081517   .0142239     0.57   0.567    -.0197266    .0360301
                           8  |  -.0109762   .0126622    -0.87   0.386    -.0357938    .0138413
                           9  |   .0098748   .0107585     0.92   0.359    -.0112114    .0309611
                          10  |  -.0187444   .0110923    -1.69   0.091     -.040485    .0029962
                          11  |  -.0208328    .011804    -1.76   0.078    -.0439682    .0023025
                          12  |  -.0226505   .0111962    -2.02   0.043    -.0445946   -.0007065
                          13  |  -.0210873   .0103263    -2.04   0.041    -.0413264   -.0008482
                          14  |   .0150028   .0122772     1.22   0.222    -.0090601    .0390657
                        1000  |  -.0237214   .0107962    -2.20   0.028    -.0448816   -.0025612
                              |
                        _cons |   .0444862    .015456     2.88   0.004      .014193    .0747793
-----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |     40,426    .1455499    .3526588          0          1

added scalar:
       e(control_mean) =  .14554989

added scalar:
                e(obs) =  66487

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0071762056321049, .0077948221151859)
Original regression:

Linear regression                               Number of obs     =     66,487
                                                F(43, 104)        =     231.79
                                                Prob > F          =     0.0000
                                                R-squared         =     0.5129
                                                Root MSE          =     .24215

                                                  (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------------
                              |               Robust
                  pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------------+----------------------------------------------------------------
                      treated |   .0003093   .0044785     0.07   0.945    -.0085717    .0091903
            pkh_receipt_mar18 |   .1663481   .0433277     3.84   0.000     .0804277    .2522685
       mar16_int_recreational |   .0078728   .0226609     0.35   0.729    -.0370647    .0528103
            mar16_gasorbiogas |  -.0292073   .0297277    -0.98   0.328    -.0881584    .0297438
        mar17_savings_account |  -.0200335   .0167374    -1.20   0.234    -.0532245    .0131574
             mar17_lpg5kgmore |  -.0085142   .0239019    -0.36   0.722    -.0559127    .0388842
                    atm_podes |  -.0087128   .0027148    -3.21   0.002    -.0140963   -.0033293
               non_agri_podes |  -.0044171   .0033796    -1.31   0.194     -.011119    .0022848
       weak_cell_signal_podes |   .0130626   .0035591     3.67   0.000     .0060047    .0201205
                   adapkh_udb |    .511443   .0126112    40.55   0.000     .4864345    .5364516
               adakks2017_udb |   .0595799   .0082532     7.22   0.000     .0432136    .0759462
                  sta_kks_udb |    .013135   .0061714     2.13   0.036     .0008969    .0253731
                  sta_kis_udb |   .0010737   .0054325     0.20   0.844    -.0096991    .0118465
                  sta_pkh_udb |    .085685   .0107091     8.00   0.000     .0644484    .1069215
                  sta_kip_udb |   .0241245   .0093747     2.57   0.011     .0055342    .0427148
              jumlah_art1_udb |   .0936335   .0087938    10.65   0.000      .076195     .111072
         jumlah_keluarga1_udb |   .0134632    .005688     2.37   0.020     .0021836    .0247428
            jumlah_kamar1_udb |   .0233889   .0058617     3.99   0.000     .0117649    .0350128
pendidikan_tertinggi2_hoh_udb |   .0112212   .0054413     2.06   0.042     .0004309    .0220115
      lapangan_usaha1_hoh_udb |   .0170034   .0070083     2.43   0.017     .0031056    .0309012
               male_hoh_m_udb |   .0000116   .0068324     0.00   0.999    -.0135372    .0135604
               num_in_hh1_udb |  -.1287516   .0060886   -21.15   0.000    -.1408255   -.1166777
               num_in_hh4_udb |   .0317289   .0066052     4.80   0.000     .0186304    .0448273
               num_in_hh5_udb |   .0676039   .0107294     6.30   0.000     .0463271    .0888807
               num_in_hh6_udb |   .1257363   .0175082     7.18   0.000     .0910169    .1604556
               num_in_hh7_udb |   .1629153   .0266652     6.11   0.000     .1100373    .2157934
          max_edu_in_hh11_udb |  -.0711864   .0089375    -7.96   0.000    -.0889099    -.053463
             in_school_hh_udb |   .0417733   .0058055     7.20   0.000     .0302607    .0532859
            pregnant_hh_m_udb |  -.0193219   .0046785    -4.13   0.000    -.0285996   -.0100442
                              |
                 finalstratum |
                           2  |  -.0284605   .0155323    -1.83   0.070    -.0592617    .0023406
                           3  |   -.010416   .0126277    -0.82   0.411    -.0354572    .0146251
                           4  |  -.0014426   .0138376    -0.10   0.917    -.0288832     .025998
                           5  |  -.0216687   .0125211    -1.73   0.086    -.0464985    .0031611
                           6  |  -.0188439   .0118112    -1.60   0.114     -.042266    .0045781
                           7  |   .0081517   .0142968     0.57   0.570    -.0201993    .0365027
                           8  |  -.0109762   .0127271    -0.86   0.390    -.0362146    .0142621
                           9  |   .0098748   .0108136     0.91   0.363    -.0115689    .0313186
                          10  |  -.0187444   .0111491    -1.68   0.096    -.0408536    .0033648
                          11  |  -.0208328   .0118644    -1.76   0.082    -.0443605    .0026948
                          12  |  -.0226505   .0112535    -2.01   0.047    -.0449666   -.0003344
                          13  |  -.0210873   .0103791    -2.03   0.045    -.0416695   -.0005051
                          14  |   .0150028   .0123401     1.22   0.227    -.0094681    .0394737
                        1000  |  -.0237214   .0108515    -2.19   0.031    -.0452404   -.0022025
                              |
                        _cons |   .0444862   .0155351     2.86   0.005     .0136794    .0752929
-----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .953
(results pkh_receiptallall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: pmt30 | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: adapkh_udb adakks2017_udb sta_kks_udb sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb male_hoh_m_udb
          num_in_hh1_udb num_in_hh2_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas kelas_tertinggi8_hoh_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,538
Number of clusters:                      103
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (29):                pkh_receipt_mar18 mar16_gasorbiogas adapkh_udb adakks2017_udb sta_kks_udb
                                       sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb kelas_tertinggi8_hoh_udb
                                       male_hoh_m_udb num_in_hh1_udb num_in_hh2_udb in_school_hh_udb pregnant_hh_m_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0124629    .018064    -0.69   0.490    -.0478676    .0229419
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   -.001119   .0159609    -0.07   0.944    -.0324018    .0301637
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
             pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0011238   .0158691    -0.07   0.944    -.0322267    .0299791
       pkh_receipt_mar18 |   .1559974   .1124627     1.39   0.165    -.0644256    .3764203
       mar16_gasorbiogas |  -.2243824   .1530527    -1.47   0.143    -.5243602    .0755954
              adapkh_udb |   .4939469   .0143104    34.52   0.000     .4658991    .5219948
          adakks2017_udb |   .0726661   .0133046     5.46   0.000     .0465896    .0987425
             sta_kks_udb |   .0339825   .0082799     4.10   0.000     .0177541    .0502108
             sta_pkh_udb |   .0739673    .015131     4.89   0.000     .0443111    .1036236
          sta_rastra_udb |   .0370362   .0110433     3.35   0.001     .0153918    .0586807
    jumlah_keluarga1_udb |   .0800695   .0147765     5.42   0.000     .0511082    .1090308
kelas_tertinggi8_hoh_udb |  -.1484021   .0221263    -6.71   0.000    -.1917689   -.1050353
          male_hoh_m_udb |  -.0581555   .0107466    -5.41   0.000    -.0792185   -.0370925
          num_in_hh1_udb |  -.1547959   .0151995   -10.18   0.000    -.1845865   -.1250054
          num_in_hh2_udb |  -.0703146   .0110192    -6.38   0.000    -.0919119   -.0487173
        in_school_hh_udb |   .0602095   .0100038     6.02   0.000     .0406025    .0798166
       pregnant_hh_m_udb |  -.0539054   .0098869    -5.45   0.000    -.0732834   -.0345274
                         |
            finalstratum |
                      2  |  -.0693749   .0534881    -1.30   0.195    -.1742096    .0354599
                      3  |  -.0625605   .0309618    -2.02   0.043    -.1232446   -.0018765
                      4  |  -.0414351    .035983    -1.15   0.250    -.1119605    .0290903
                      5  |  -.0714026   .0475671    -1.50   0.133    -.1646324    .0218272
                      6  |  -.0591171   .0472556    -1.25   0.211    -.1517363    .0335021
                      7  |   .0049641   .0415843     0.12   0.905    -.0765397     .086468
                      8  |  -.0231449    .035449    -0.65   0.514    -.0926237    .0463338
                      9  |   .0169135   .0287911     0.59   0.557     -.039516    .0733429
                     10  |  -.0467915   .0335621    -1.39   0.163    -.1125721     .018989
                     11  |  -.0717467   .0406552    -1.76   0.078    -.1514294    .0079359
                     12  |  -.0605461   .0505709    -1.20   0.231    -.1596631     .038571
                     13  |  -.0703558   .0302579    -2.33   0.020    -.1296601   -.0110515
                     14  |  -.0009573   .0304648    -0.03   0.975    -.0606673    .0587527
                   1000  |    -.07625   .0383757    -1.99   0.047    -.1514651    -.001035
                         |
                   _cons |   .0678883   .0390237     1.74   0.082    -.0085968    .1443733
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |      6,083    .4497781    .4975123          0          1

added scalar:
       e(control_mean) =  .44977807

added scalar:
                e(obs) =  9538

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0277839416490447, .0255362956597849)
Original regression:

Linear regression                               Number of obs     =      9,538
                                                F(28, 102)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.4277
                                                Root MSE          =     .37592

                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
             pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0011238   .0159702    -0.07   0.944    -.0328006     .030553
       pkh_receipt_mar18 |   .1559974    .113179     1.38   0.171    -.0684925    .3804873
       mar16_gasorbiogas |  -.2243824   .1540274    -1.46   0.148    -.5298951    .0811303
              adapkh_udb |   .4939469   .0144015    34.30   0.000     .4653816    .5225123
          adakks2017_udb |   .0726661   .0133893     5.43   0.000     .0461085    .0992237
             sta_kks_udb |   .0339825   .0083326     4.08   0.000     .0174547    .0505102
             sta_pkh_udb |   .0739673   .0152274     4.86   0.000     .0437639    .1041708
          sta_rastra_udb |   .0370362   .0111136     3.33   0.001     .0149924      .05908
    jumlah_keluarga1_udb |   .0800695   .0148706     5.38   0.000     .0505738    .1095652
kelas_tertinggi8_hoh_udb |  -.1484021   .0222672    -6.66   0.000    -.1925691   -.1042352
          male_hoh_m_udb |  -.0581555    .010815    -5.38   0.000    -.0796071   -.0367039
          num_in_hh1_udb |  -.1547959   .0152963   -10.12   0.000    -.1851361   -.1244558
          num_in_hh2_udb |  -.0703146   .0110894    -6.34   0.000    -.0923103   -.0483188
        in_school_hh_udb |   .0602095   .0100675     5.98   0.000     .0402407    .0801783
       pregnant_hh_m_udb |  -.0539054   .0099499    -5.42   0.000     -.073641   -.0341698
                         |
            finalstratum |
                      2  |  -.0693749   .0538287    -1.29   0.200    -.1761439    .0373942
                      3  |  -.0625605    .031159    -2.01   0.047    -.1243642   -.0007568
                      4  |  -.0414351   .0362122    -1.14   0.255    -.1132618    .0303916
                      5  |  -.0714026     .04787    -1.49   0.139    -.1663526    .0235473
                      6  |  -.0591171   .0475565    -1.24   0.217    -.1534452     .035211
                      7  |   .0049641   .0418492     0.12   0.906    -.0780435    .0879718
                      8  |  -.0231449   .0356747    -0.65   0.518    -.0939056    .0476157
                      9  |   .0169135   .0289744     0.58   0.561    -.0405572    .0743841
                     10  |  -.0467915   .0337759    -1.39   0.169    -.1137858    .0202027
                     11  |  -.0717467   .0409141    -1.75   0.083    -.1528996    .0094062
                     12  |  -.0605461   .0508929    -1.19   0.237    -.1614919    .0403998
                     13  |  -.0703558   .0304506    -2.31   0.023    -.1307543   -.0099573
                     14  |  -.0009573   .0306588    -0.03   0.975     -.061769    .0598544
                   1000  |    -.07625   .0386201    -1.97   0.051    -.1528528    .0003528
                         |
                   _cons |   .0678883   .0392722     1.73   0.087     -.010008    .1457845
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .949
(results pkh_receiptpmt300 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: pmt30 | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: mar16_int_financial himbara_bank_podes atm_podes non_agri_podes adapkh_udb adakks2017_udb sta_kks_udb
          sta_kis_udb sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb status_pekerjaan_hoh_m_udb male_hoh_m_udb
          num_in_hh1_udb num_in_hh2_udb num_in_hh6_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                16,329
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (35):                pkh_receipt_mar18 mar16_int_financial mar16_gasorbiogas himbara_bank_podes
                                       atm_podes non_agri_podes adapkh_udb adakks2017_udb sta_kks_udb sta_kis_udb
                                       sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb status_pekerjaan_hoh_m_udb
                                       male_hoh_m_udb num_in_hh1_udb num_in_hh2_udb num_in_hh6_udb in_school_hh_udb
                                       pregnant_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0088793   .0153621    -0.58   0.563    -.0389885    .0212298
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0044306   .0127755     0.35   0.729    -.0206089      .02947
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                               (Std. err. adjusted for 105 clusters in KABU)
--------------------------------------------------------------------------------------------
                           |               Robust
               pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
---------------------------+----------------------------------------------------------------
                   treated |   .0044674   .0127856     0.35   0.727     -.020592    .0295268
         pkh_receipt_mar18 |   .2004357   .0995241     2.01   0.044      .005372    .3954995
       mar16_int_financial |  -.0233696   .1634887    -0.14   0.886    -.3438014    .2970623
         mar16_gasorbiogas |    -.06976   .1368429    -0.51   0.610    -.3379671    .1984471
        himbara_bank_podes |  -.0077582   .0137472    -0.56   0.573    -.0347023    .0191859
                 atm_podes |  -.0234584   .0126583    -1.85   0.064    -.0482681    .0013514
            non_agri_podes |  -.0260402   .0111695    -2.33   0.020     -.047932   -.0041484
                adapkh_udb |   .4794127   .0144516    33.17   0.000     .4510881    .5077373
            adakks2017_udb |   .0756079   .0112752     6.71   0.000     .0535088     .097707
               sta_kks_udb |   .0247762   .0063551     3.90   0.000     .0123205    .0372319
               sta_kis_udb |   .0123821   .0064762     1.91   0.056     -.000311    .0250751
               sta_pkh_udb |   .0758203   .0113849     6.66   0.000     .0535064    .0981343
            sta_rastra_udb |    .018223   .0079979     2.28   0.023     .0025473    .0338986
      jumlah_keluarga1_udb |   .0834262   .0116026     7.19   0.000     .0606856    .1061668
status_pekerjaan_hoh_m_udb |  -.0051292   .0110191    -0.47   0.642    -.0267262    .0164678
            male_hoh_m_udb |  -.0543652   .0111076    -4.89   0.000    -.0761357   -.0325947
            num_in_hh1_udb |  -.1531115   .0120936   -12.66   0.000    -.1768145   -.1294086
            num_in_hh2_udb |  -.0626552   .0084199    -7.44   0.000    -.0791579   -.0461525
            num_in_hh6_udb |   .0718526   .0178635     4.02   0.000     .0368408    .1068645
          in_school_hh_udb |    .061035   .0079524     7.68   0.000     .0454486    .0766214
         pregnant_hh_m_udb |  -.0491014   .0075359    -6.52   0.000    -.0638715   -.0343313
                           |
              finalstratum |
                        2  |  -.0940637   .0611115    -1.54   0.124    -.2138402    .0257127
                        3  |   -.028607     .02308    -1.24   0.215     -.073843     .016629
                        4  |  -.0416628   .0323747    -1.29   0.198    -.1051161    .0217905
                        5  |  -.0591163   .0358599    -1.65   0.099    -.1294003    .0111678
                        6  |  -.0308312     .03971    -0.78   0.438    -.1086615     .046999
                        7  |   .0044072    .025572     0.17   0.863    -.0457131    .0545274
                        8  |  -.0336283   .0277702    -1.21   0.226     -.088057    .0208003
                        9  |   .0260896   .0232205     1.12   0.261    -.0194217    .0716009
                       10  |  -.0113965   .0294949    -0.39   0.699    -.0692054    .0464124
                       11  |  -.0618871    .031759    -1.95   0.051    -.1241335    .0003593
                       12  |   -.068814   .0298898    -2.30   0.021     -.127397    -.010231
                       13  |  -.0572993   .0252565    -2.27   0.023    -.1068011   -.0077976
                       14  |   .0119453   .0267433     0.45   0.655    -.0404705    .0643611
                     1000  |  -.0639807   .0313908    -2.04   0.042    -.1255055   -.0024559
                           |
                     _cons |   .0589696   .0322708     1.83   0.068      -.00428    .1222192
--------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |      9,927     .426715    .4946251          0          1

added scalar:
       e(control_mean) =  .42671502

added scalar:
                e(obs) =  16329

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0170124378641282, .0259472896306496)
Original regression:

Linear regression                               Number of obs     =     16,329
                                                F(35, 104)        =     239.36
                                                Prob > F          =     0.0000
                                                R-squared         =     0.4290
                                                Root MSE          =     .37307

                                               (Std. err. adjusted for 105 clusters in KABU)
--------------------------------------------------------------------------------------------
                           |               Robust
               pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
---------------------------+----------------------------------------------------------------
                   treated |   .0044674   .0128607     0.35   0.729    -.0210359    .0299708
         pkh_receipt_mar18 |   .2004357   .1001088     2.00   0.048     .0019162    .3989553
       mar16_int_financial |  -.0233696   .1644491    -0.14   0.887    -.3494784    .3027392
         mar16_gasorbiogas |    -.06976   .1376468    -0.51   0.613    -.3427188    .2031988
        himbara_bank_podes |  -.0077582    .013828    -0.56   0.576    -.0351796    .0196633
                 atm_podes |  -.0234584   .0127326    -1.84   0.068    -.0487076    .0017909
            non_agri_podes |  -.0260402   .0112351    -2.32   0.022    -.0483198   -.0037605
                adapkh_udb |   .4794127   .0145365    32.98   0.000     .4505862    .5082391
            adakks2017_udb |   .0756079   .0113415     6.67   0.000     .0531173    .0980985
               sta_kks_udb |   .0247762   .0063924     3.88   0.000     .0120998    .0374526
               sta_kis_udb |   .0123821   .0065142     1.90   0.060    -.0005359       .0253
               sta_pkh_udb |   .0758203   .0114517     6.62   0.000     .0531111    .0985296
            sta_rastra_udb |    .018223   .0080449     2.27   0.026     .0022696    .0341763
      jumlah_keluarga1_udb |   .0834262   .0116707     7.15   0.000     .0602827    .1065696
status_pekerjaan_hoh_m_udb |  -.0051292   .0110838    -0.46   0.645    -.0271088    .0168504
            male_hoh_m_udb |  -.0543652   .0111729    -4.87   0.000    -.0765214    -.032209
            num_in_hh1_udb |  -.1531115   .0121646   -12.59   0.000    -.1772344   -.1289886
            num_in_hh2_udb |  -.0626552   .0084694    -7.40   0.000    -.0794503   -.0458602
            num_in_hh6_udb |   .0718526   .0179685     4.00   0.000     .0362205    .1074848
          in_school_hh_udb |    .061035   .0079991     7.63   0.000     .0451725    .0768976
         pregnant_hh_m_udb |  -.0491014   .0075802    -6.48   0.000    -.0641331   -.0340696
                           |
              finalstratum |
                        2  |  -.0940637   .0614706    -1.53   0.129    -.2159622    .0278347
                        3  |   -.028607   .0232156    -1.23   0.221    -.0746444    .0174304
                        4  |  -.0416628   .0325649    -1.28   0.204    -.1062402    .0229147
                        5  |  -.0591163   .0360705    -1.64   0.104    -.1306455     .012413
                        6  |  -.0308312   .0399433    -0.77   0.442    -.1100403    .0483779
                        7  |   .0044072   .0257222     0.17   0.864     -.046601    .0554153
                        8  |  -.0336283   .0279334    -1.20   0.231    -.0890212    .0217646
                        9  |   .0260896   .0233569     1.12   0.267     -.020228    .0724072
                       10  |  -.0113965   .0296682    -0.38   0.702    -.0702296    .0474366
                       11  |  -.0618871   .0319455    -1.94   0.055    -.1252363    .0014621
                       12  |   -.068814   .0300654    -2.29   0.024    -.1284349   -.0091931
                       13  |  -.0572993   .0254048    -2.26   0.026    -.1076781   -.0069206
                       14  |   .0119453   .0269004     0.44   0.658    -.0413991    .0652897
                     1000  |  -.0639807   .0315752    -2.03   0.045    -.1265955   -.0013659
                           |
                     _cons |   .0589696   .0324604     1.82   0.072    -.0054005    .1233397
--------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .752
(results pkh_receiptpmt30all are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: above | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: mar16_airconditioner mar16_gasorbiogas mar17_int_recreational mar18_landline atm_podes non_agri_podes adapkh_udb
          adakks2017_udb sta_kks_udb num_in_hh1_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas mar16_briquettecoal
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                25,679
Number of clusters:                       104
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (29):                pkh_receipt_mar18 mar16_airconditioner mar16_gasorbiogas mar16_briquettecoal
                                       mar17_int_recreational mar18_landline atm_podes non_agri_podes adapkh_udb
                                       adakks2017_udb sta_kks_udb num_in_hh1_udb in_school_hh_udb pregnant_hh_m_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0003403   .0059791     0.06   0.955    -.0113785    .0120592
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 104 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0009254   .0044446    -0.21   0.835    -.0096367    .0077859
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                           (Std. err. adjusted for 104 clusters in KABU)
----------------------------------------------------------------------------------------
                       |               Robust
           pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-----------------------+----------------------------------------------------------------
               treated |  -.0009093   .0044198    -0.21   0.837    -.0095718    .0077533
     pkh_receipt_mar18 |   .1664805   .0535945     3.11   0.002     .0614372    .2715239
  mar16_airconditioner |  -.0274968   .0323257    -0.85   0.395     -.090854    .0358603
     mar16_gasorbiogas |  -.0482686   .0332277    -1.45   0.146    -.1133937    .0168565
   mar16_briquettecoal |  -6.113139   6.342025    -0.96   0.335    -18.54328    6.317002
mar17_int_recreational |   .0073478    .028534     0.26   0.797    -.0485779    .0632734
        mar18_landline |   -.015516   .1097623    -0.14   0.888    -.2306461    .1996141
             atm_podes |   -.010832   .0026985    -4.01   0.000     -.016121   -.0055429
        non_agri_podes |  -.0058176     .00322    -1.81   0.071    -.0121287    .0004935
            adapkh_udb |   .5722695   .0219294    26.10   0.000     .5292885    .6152504
        adakks2017_udb |   .0402311   .0152809     2.63   0.008      .010281    .0701813
           sta_kks_udb |   .0174455   .0098799     1.77   0.077    -.0019188    .0368098
        num_in_hh1_udb |  -.0580792   .0059018    -9.84   0.000    -.0696465   -.0465119
      in_school_hh_udb |   .0450315   .0085285     5.28   0.000     .0283159    .0617471
     pregnant_hh_m_udb |  -.0193391   .0068755    -2.81   0.005    -.0328148   -.0058634
                       |
          finalstratum |
                    2  |   .0008301    .011165     0.07   0.941    -.0210529     .022713
                    3  |   .0114281   .0129323     0.88   0.377    -.0139188     .036775
                    4  |   .0365873   .0179609     2.04   0.042     .0013846    .0717899
                    5  |   .0020495   .0111041     0.18   0.854    -.0197141    .0238131
                    6  |  -.0018439   .0111341    -0.17   0.868    -.0236663    .0199786
                    7  |   .0126188   .0171067     0.74   0.461    -.0209098    .0461474
                    8  |   .0085775   .0126008     0.68   0.496    -.0161197    .0332747
                    9  |   .0189029   .0104136     1.82   0.069    -.0015075    .0393132
                   10  |  -.0024247   .0083011    -0.29   0.770    -.0186946    .0138452
                   11  |   .0082651   .0129236     0.64   0.522    -.0170647     .033595
                   12  |   .0057655    .010308     0.56   0.576    -.0144378    .0259688
                   13  |   .0020612   .0080924     0.25   0.799    -.0137997     .017922
                   14  |   .0222862   .0097875     2.28   0.023     .0031032    .0414693
                 1000  |    .006874   .0095066     0.72   0.470    -.0117585    .0255065
                       |
                 _cons |   .0193671   .0167167     1.16   0.247    -.0133971    .0521313
----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |     16,850    .0535312    .2250968          0          1

added scalar:
       e(control_mean) =  .05353116

added scalar:
                e(obs) =  25679

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.008334460047247, .0065159167145136)
Original regression:

Linear regression                               Number of obs     =     25,679
                                                F(28, 103)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.3232
                                                Root MSE          =     .18158

                                           (Std. err. adjusted for 104 clusters in KABU)
----------------------------------------------------------------------------------------
                       |               Robust
           pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------------+----------------------------------------------------------------
               treated |  -.0009093   .0044436    -0.20   0.838    -.0097221    .0079035
     pkh_receipt_mar18 |   .1664805   .0538835     3.09   0.003     .0596154    .2733457
  mar16_airconditioner |  -.0274968   .0324999    -0.85   0.399    -.0919528    .0369591
     mar16_gasorbiogas |  -.0482686   .0334068    -1.44   0.152    -.1145231     .017986
   mar16_briquettecoal |  -6.113139   6.376214    -0.96   0.340    -18.75886    6.532579
mar17_int_recreational |   .0073478   .0286878     0.26   0.798    -.0495478    .0642434
        mar18_landline |   -.015516    .110354    -0.14   0.888    -.2343772    .2033451
             atm_podes |   -.010832   .0027131    -3.99   0.000    -.0162127   -.0054512
        non_agri_podes |  -.0058176   .0032374    -1.80   0.075    -.0122382    .0006029
            adapkh_udb |   .5722695   .0220477    25.96   0.000     .5285431    .6159958
        adakks2017_udb |   .0402311   .0153633     2.62   0.010     .0097616    .0707007
           sta_kks_udb |   .0174455   .0099332     1.76   0.082    -.0022546    .0371456
        num_in_hh1_udb |  -.0580792   .0059336    -9.79   0.000    -.0698471   -.0463113
      in_school_hh_udb |   .0450315   .0085745     5.25   0.000      .028026     .062037
     pregnant_hh_m_udb |  -.0193391   .0069125    -2.80   0.006    -.0330485   -.0056297
                       |
          finalstratum |
                    2  |   .0008301   .0112251     0.07   0.941    -.0214324    .0230925
                    3  |   .0114281    .013002     0.88   0.381    -.0143584    .0372146
                    4  |   .0365873   .0180577     2.03   0.045     .0007741    .0724004
                    5  |   .0020495   .0111639     0.18   0.855    -.0200915    .0241906
                    6  |  -.0018439   .0111941    -0.16   0.869    -.0240448     .020357
                    7  |   .0126188    .017199     0.73   0.465    -.0214912    .0467289
                    8  |   .0085775   .0126688     0.68   0.500     -.016548     .033703
                    9  |   .0189029   .0104698     1.81   0.074    -.0018614    .0396672
                   10  |  -.0024247   .0083459    -0.29   0.772    -.0189767    .0141273
                   11  |   .0082651   .0129933     0.64   0.526     -.017504    .0340343
                   12  |   .0057655   .0103636     0.56   0.579    -.0147882    .0263192
                   13  |   .0020612    .008136     0.25   0.801    -.0140747    .0181971
                   14  |   .0222862   .0098402     2.26   0.026     .0027705     .041802
                 1000  |    .006874   .0095578     0.72   0.474    -.0120816    .0258297
                       |
                 _cons |   .0193671   .0168069     1.15   0.252    -.0139654    .0526996
----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .87
(results pkh_receiptabove0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_receipt | PMT: above | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: mar16_int_socialmedia mar17_homeinternet mar17_int_gettinginformation mar17_int_recreational atm_podes
          non_agri_podes adapkh_udb adakks2017_udb sta_kks_udb sta_pkh_udb num_in_hh1_udb num_in_hh4_udb num_in_hh6_udb
          in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas 1000.finalstratum
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                49,557
Number of clusters:                       105
Exogenous (1):                         treated
High-dim controls (831):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (32):                pkh_receipt_mar18 mar16_int_socialmedia mar16_gasorbiogas mar17_homeinternet
                                       mar17_int_gettinginformation mar17_int_recreational atm_podes non_agri_podes
                                       adapkh_udb adakks2017_udb sta_kks_udb sta_pkh_udb num_in_hh1_udb num_in_hh4_udb
                                       num_in_hh6_udb in_school_hh_udb pregnant_hh_m_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0044973   .0042874    -1.05   0.294    -.0129004    .0039058
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0025927   .0030652    -0.85   0.398    -.0086004     .003415
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                                 (Std. err. adjusted for 105 clusters in KABU)
----------------------------------------------------------------------------------------------
                             |               Robust
                 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-----------------------------+----------------------------------------------------------------
                     treated |  -.0026827   .0030046    -0.89   0.372    -.0085717    .0032063
           pkh_receipt_mar18 |   .1593547   .0412552     3.86   0.000     .0784959    .2402135
       mar16_int_socialmedia |  -.0097769   .0248318    -0.39   0.694    -.0584463    .0388924
           mar16_gasorbiogas |  -.0341148   .0292298    -1.17   0.243    -.0914041    .0231744
          mar17_homeinternet |  -.0170554   .0297952    -0.57   0.567    -.0754529    .0413421
mar17_int_gettinginformation |  -.0007591   .0251331    -0.03   0.976    -.0500191    .0485009
      mar17_int_recreational |   .0225815   .0237439     0.95   0.342    -.0239557    .0691187
                   atm_podes |  -.0076364   .0019315    -3.95   0.000    -.0114221   -.0038506
              non_agri_podes |  -.0052984   .0022691    -2.34   0.020    -.0097457   -.0008511
                  adapkh_udb |   .5357056   .0197085    27.18   0.000     .4970776    .5743335
              adakks2017_udb |   .0303225   .0114718     2.64   0.008     .0078382    .0528067
                 sta_kks_udb |   .0222483   .0075571     2.94   0.003     .0074367    .0370599
                 sta_pkh_udb |    .121644   .0227443     5.35   0.000      .077066     .166222
              num_in_hh1_udb |  -.0586004   .0052818   -11.09   0.000    -.0689526   -.0482482
              num_in_hh4_udb |   .0143571   .0071952     2.00   0.046     .0002546    .0284595
              num_in_hh6_udb |   .1248573   .0308053     4.05   0.000     .0644801    .1852345
            in_school_hh_udb |   .0330881   .0063527     5.21   0.000      .020637    .0455391
           pregnant_hh_m_udb |  -.0115341   .0052263    -2.21   0.027    -.0217775   -.0012907
                             |
                finalstratum |
                          2  |  -.0030977   .0083214    -0.37   0.710    -.0194075     .013212
                          3  |   .0114751   .0115406     0.99   0.320    -.0111442    .0340943
                          4  |   .0271576    .013771     1.97   0.049     .0001669    .0541483
                          5  |  -.0038103   .0088795    -0.43   0.668    -.0212138    .0135932
                          6  |  -.0038184   .0088315    -0.43   0.665    -.0211278    .0134911
                          7  |   .0167079   .0105388     1.59   0.113    -.0039478    .0373637
                          8  |    .005272   .0093378     0.56   0.572    -.0130296    .0235737
                          9  |   .0151074   .0077356     1.95   0.051    -.0000541    .0302689
                         10  |  -.0055776   .0069939    -0.80   0.425    -.0192854    .0081302
                         11  |   .0012542   .0100087     0.13   0.900    -.0183624    .0208708
                         12  |   .0021676   .0079728     0.27   0.786    -.0134587     .017794
                         13  |  -.0012443   .0066135    -0.19   0.851    -.0142066    .0117179
                         14  |   .0176948   .0076631     2.31   0.021     .0026754    .0327141
                       1000  |  -.0004493   .0073181    -0.06   0.951    -.0147926     .013894
                             |
                       _cons |   .0237715   .0124925     1.90   0.057    -.0007133    .0482563
----------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |     30,050    .0500832    .2181203          0          1

added scalar:
       e(control_mean) =  .05008319

added scalar:
                e(obs) =  49557

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0077304890809294, .0023650848795358)
Original regression:

Linear regression                               Number of obs     =     49,557
                                                F(32, 104)        =      90.16
                                                Prob > F          =     0.0000
                                                R-squared         =     0.3045
                                                Root MSE          =     .17419

                                                 (Std. err. adjusted for 105 clusters in KABU)
----------------------------------------------------------------------------------------------
                             |               Robust
                 pkh_receipt | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-----------------------------+----------------------------------------------------------------
                     treated |  -.0026827     .00302    -0.89   0.376    -.0086715    .0033061
           pkh_receipt_mar18 |   .1593547   .0414665     3.84   0.000     .0771251    .2415843
       mar16_int_socialmedia |  -.0097769   .0249589    -0.39   0.696    -.0592714    .0397175
           mar16_gasorbiogas |  -.0341148   .0293794    -1.16   0.248    -.0923754    .0241457
          mar17_homeinternet |  -.0170554   .0299478    -0.57   0.570    -.0764429    .0423322
mar17_int_gettinginformation |  -.0007591   .0252618    -0.03   0.976    -.0508542     .049336
      mar17_int_recreational |   .0225815   .0238655     0.95   0.346    -.0247447    .0699076
                   atm_podes |  -.0076364   .0019414    -3.93   0.000    -.0114862   -.0037865
              non_agri_podes |  -.0052984   .0022807    -2.32   0.022    -.0098211   -.0007757
                  adapkh_udb |   .5357056   .0198094    27.04   0.000     .4964228    .5749884
              adakks2017_udb |   .0303225   .0115305     2.63   0.010     .0074571    .0531879
                 sta_kks_udb |   .0222483   .0075958     2.93   0.004     .0071856     .037311
                 sta_pkh_udb |    .121644   .0228608     5.32   0.000     .0763102    .1669777
              num_in_hh1_udb |  -.0586004   .0053089   -11.04   0.000    -.0691281   -.0480727
              num_in_hh4_udb |   .0143571   .0072321     1.99   0.050     .0000155    .0286986
              num_in_hh6_udb |   .1248573    .030963     4.03   0.000     .0634565    .1862581
            in_school_hh_udb |   .0330881   .0063852     5.18   0.000      .020426    .0457502
           pregnant_hh_m_udb |  -.0115341   .0052531    -2.20   0.030    -.0219512    -.001117
                             |
                finalstratum |
                          2  |  -.0030977   .0083641    -0.37   0.712     -.019684    .0134885
                          3  |   .0114751   .0115997     0.99   0.325    -.0115276    .0344777
                          4  |   .0271576   .0138415     1.96   0.052    -.0002907    .0546059
                          5  |  -.0038103    .008925    -0.43   0.670    -.0215089    .0138883
                          6  |  -.0038184   .0088767    -0.43   0.668    -.0214213    .0137846
                          7  |   .0167079   .0105928     1.58   0.118     -.004298    .0377138
                          8  |    .005272   .0093856     0.56   0.576    -.0133399     .023884
                          9  |   .0151074   .0077752     1.94   0.055    -.0003111    .0305259
                         10  |  -.0055776   .0070297    -0.79   0.429    -.0195178    .0083626
                         11  |   .0012542   .0100599     0.12   0.901     -.018695    .0212034
                         12  |   .0021676   .0080136     0.27   0.787    -.0137236    .0180589
                         13  |  -.0012443   .0066474    -0.19   0.852    -.0144263    .0119376
                         14  |   .0176948   .0077023     2.30   0.024     .0024208    .0329688
                       1000  |  -.0004493   .0073556    -0.06   0.951    -.0150358    .0141371
                             |
                       _cons |   .0237715   .0125565     1.89   0.061    -.0011284    .0486714
----------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .481
(results pkh_receiptaboveall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: all | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: pkh_agent_mar18 mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: atap11_udb num_in_hh10_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                5,624
Number of clusters:                      102
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                pkh_agent_mar18 mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
                                       atap11_udb num_in_hh10_udb 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0705853   .0373571     1.89   0.059    -.0026331    .1438038
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0692467   .0378873     1.83   0.068    -.0050111    .1435046
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 102 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0694927   .0381697     1.82   0.069    -.0053186     .144304
        pkh_agent_mar18 |    .690065   .1338671     5.15   0.000     .4276904    .9524396
  mar16_useinternet_ind |  -.5401839   .1937852    -2.79   0.005    -.9199959   -.1603718
dist_himbara_bank_podes |   .0011467   .0014906     0.77   0.442    -.0017748    .0040682
     distance_atm_podes |   .0051054   .0018211     2.80   0.005     .0015361    .0086746
             atap11_udb |    .256592   .2647588     0.97   0.332    -.2623256    .7755097
        num_in_hh10_udb |  -.1850715   .0526232    -3.52   0.000    -.2882111   -.0819319
                        |
           finalstratum |
                     2  |  -.1563424   .0822917    -1.90   0.057    -.3176312    .0049464
                     3  |  -.1115747   .0615227    -1.81   0.070     -.232157    .0090077
                     4  |  -.0625768   .0954521    -0.66   0.512    -.2496596     .124506
                     5  |  -.0300032   .1151438    -0.26   0.794    -.2556808    .1956745
                     6  |  -.0285956   .0843162    -0.34   0.734    -.1938524    .1366611
                     7  |  -.0139721   .0800693    -0.17   0.861    -.1709051    .1429609
                     8  |  -.0189472   .0748552    -0.25   0.800    -.1656608    .1277663
                     9  |  -.0721116   .0672957    -1.07   0.284    -.2040088    .0597856
                    10  |  -.0871188   .0635406    -1.37   0.170    -.2116562    .0374185
                    11  |   .0199756   .0811957     0.25   0.806    -.1391651    .1791163
                    12  |  -.1199648   .0660772    -1.82   0.069    -.2494738    .0095442
                    13  |  -.0204082   .0854049    -0.24   0.811    -.1877987    .1469824
                    14  |  -.0251938   .0745142    -0.34   0.735     -.171239    .1208513
                  1000  |   .0245375   .0714383     0.34   0.731    -.1154791    .1645541
                        |
                  _cons |   .2199578   .0503535     4.37   0.000     .1212667    .3186489
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      3,725     .234094     .423488          0          1

added scalar:
       e(control_mean) =  .23409396

added scalar:
                e(obs) =  5624

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (.0053675743637467, .1336178745899249)
Original regression:

Linear regression                               Number of obs     =      5,624
                                                F(20, 101)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0873
                                                Root MSE          =     .41836

                                            (Std. err. adjusted for 102 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0694927   .0384266     1.81   0.074    -.0067354    .1457208
        pkh_agent_mar18 |    .690065    .134768     5.12   0.000     .4227215    .9574085
  mar16_useinternet_ind |  -.5401839   .1950894    -2.77   0.007    -.9271888   -.1531789
dist_himbara_bank_podes |   .0011467   .0015006     0.76   0.447    -.0018301    .0041235
     distance_atm_podes |   .0051054   .0018333     2.78   0.006     .0014685    .0087422
             atap11_udb |    .256592   .2665407     0.96   0.338     -.272153     .785337
        num_in_hh10_udb |  -.1850715   .0529774    -3.49   0.001    -.2901644   -.0799786
                        |
           finalstratum |
                     2  |  -.1563424   .0828456    -1.89   0.062    -.3206857     .008001
                     3  |  -.1115747   .0619368    -1.80   0.075    -.2344406    .0112913
                     4  |  -.0625768   .0960946    -0.65   0.516    -.2532026     .128049
                     5  |  -.0300032   .1159187    -0.26   0.796    -.2599548    .1999484
                     6  |  -.0285956   .0848837    -0.34   0.737     -.196982    .1397908
                     7  |  -.0139721   .0806082    -0.17   0.863    -.1738772    .1459329
                     8  |  -.0189472    .075359    -0.25   0.802    -.1684393    .1305448
                     9  |  -.0721116   .0677487    -1.06   0.290    -.2065067    .0622835
                    10  |  -.0871188   .0639683    -1.36   0.176    -.2140147     .039777
                    11  |   .0199756   .0817422     0.24   0.807     -.142179    .1821301
                    12  |  -.1199648    .066522    -1.80   0.074    -.2519264    .0119969
                    13  |  -.0204082   .0859797    -0.24   0.813    -.1909688    .1501524
                    14  |  -.0251938   .0750157    -0.34   0.738    -.1740048    .1236171
                  1000  |   .0245375   .0719191     0.34   0.734    -.1181307    .1672057
                        |
                  _cons |   .2199578   .0506924     4.34   0.000     .1193977    .3205179
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .064
(results pkh_agentall0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: all | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes internet_cell_4G_podes
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,285
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                pkh_agent_mar18 mar16_useinternet_ind mar16_gasorbiogas dist_himbara_bank_podes
                                       distance_atm_podes internet_cell_4G_podes 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0696401   .0342793     2.03   0.042      .002454    .1368263
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0846748   .0350588     2.42   0.016     .0159608    .1533888
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0855934   .0352974     2.42   0.015     .0164117    .1547751
        pkh_agent_mar18 |   .5505998   .1621728     3.40   0.001     .2327469    .8684527
  mar16_useinternet_ind |  -.5947431   .1639537    -3.63   0.000    -.9160865   -.2733997
      mar16_gasorbiogas |   .2514638   .2264925     1.11   0.267    -.1924533    .6953809
dist_himbara_bank_podes |   .0030113   .0012133     2.48   0.013     .0006332    .0053893
     distance_atm_podes |   .0029962   .0010456     2.87   0.004      .000947    .0050455
 internet_cell_4G_podes |  -.0489544   .0174973    -2.80   0.005    -.0832486   -.0146602
                        |
           finalstratum |
                     2  |  -.0548285   .0671396    -0.82   0.414    -.1864197    .0767628
                     3  |  -.0757291   .0545174    -1.39   0.165    -.1825813    .0311232
                     4  |  -.0550511   .0844303    -0.65   0.514    -.2205314    .1104293
                     5  |  -.0432838   .1015856    -0.43   0.670    -.2423878    .1558202
                     6  |  -.0271201   .0770676    -0.35   0.725    -.1781698    .1239296
                     7  |   .0050461   .0647725     0.08   0.938    -.1219057    .1319979
                     8  |    .007909   .0727861     0.11   0.913    -.1347492    .1505672
                     9  |  -.0535383   .0619246    -0.86   0.387    -.1749082    .0678316
                    10  |   -.090129   .0585947    -1.54   0.124    -.2049724    .0247145
                    11  |   .0147511   .0690087     0.21   0.831    -.1205035    .1500056
                    12  |  -.1272004    .056112    -2.27   0.023    -.2371779   -.0172228
                    13  |   .0064898   .0788747     0.08   0.934    -.1481017    .1610813
                    14  |   .0084005   .0749095     0.11   0.911    -.1384194    .1552205
                  1000  |    .000143   .0720734     0.00   0.998    -.1411182    .1414042
                        |
                  _cons |   .2653043   .0474418     5.59   0.000     .1723199    .3582886
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      5,883    .2507224    .4334658          0          1

added scalar:
       e(control_mean) =  .25072242

added scalar:
                e(obs) =  9285

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (.0262937422798464, .1448930563449317)
Original regression:

Linear regression                               Number of obs     =      9,285
                                                F(21, 104)        =       8.65
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0815
                                                Root MSE          =     .42768

                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0855934   .0355069     2.41   0.018     .0151819    .1560049
        pkh_agent_mar18 |   .5505998   .1631353     3.38   0.001     .2270965    .8741032
  mar16_useinternet_ind |  -.5947431   .1649267    -3.61   0.000     -.921799   -.2676873
      mar16_gasorbiogas |   .2514638   .2278366     1.10   0.272    -.2003448    .7032723
dist_himbara_bank_podes |   .0030113   .0012205     2.47   0.015      .000591    .0054315
     distance_atm_podes |   .0029962   .0010518     2.85   0.005     .0009106    .0050819
 internet_cell_4G_podes |  -.0489544   .0176012    -2.78   0.006    -.0838582   -.0140506
                        |
           finalstratum |
                     2  |  -.0548285   .0675381    -0.81   0.419     -.188759    .0791021
                     3  |  -.0757291    .054841    -1.38   0.170    -.1844808    .0330227
                     4  |  -.0550511   .0849314    -0.65   0.518    -.2234731     .113371
                     5  |  -.0432838   .1021884    -0.42   0.673    -.2459273    .1593597
                     6  |  -.0271201   .0775249    -0.35   0.727     -.180855    .1266148
                     7  |   .0050461   .0651569     0.08   0.938    -.1241625    .1342547
                     8  |    .007909   .0732181     0.11   0.914    -.1372852    .1531032
                     9  |  -.0535383    .062292    -0.86   0.392    -.1770657    .0699892
                    10  |   -.090129   .0589424    -1.53   0.129     -.207014     .026756
                    11  |   .0147511   .0694182     0.21   0.832    -.1229079      .15241
                    12  |  -.1272004    .056445    -2.25   0.026     -.239133   -.0152677
                    13  |   .0064898   .0793427     0.08   0.935    -.1508498    .1638295
                    14  |   .0084005   .0753541     0.11   0.911    -.1410294    .1578304
                  1000  |    .000143   .0725011     0.00   0.998    -.1436294    .1439153
                        |
                  _cons |   .2653043   .0477234     5.56   0.000      .170667    .3599415
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .02
(results pkh_agentallall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: pmt30 | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes max_grade_in_hh8_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: atap11_udb ada_ac_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                4,172
Number of clusters:                      102
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (22):                pkh_agent_mar18 mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
                                       atap11_udb ada_ac_udb max_grade_in_hh8_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0726103    .040752     1.78   0.075    -.0072621    .1524828
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0684936   .0402431     1.70   0.089    -.0103814    .1473686
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 102 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0691088   .0409052     1.69   0.091     -.011064    .1492816
        pkh_agent_mar18 |   .7196487   .1514458     4.75   0.000     .4228204    1.016477
  mar16_useinternet_ind |  -.5149837   .2164957    -2.38   0.017    -.9393075     -.09066
dist_himbara_bank_podes |   .0013543   .0013783     0.98   0.326    -.0013471    .0040556
     distance_atm_podes |   .0048291   .0017635     2.74   0.006     .0013726    .0082856
             atap11_udb |    .243738   .2568781     0.95   0.343    -.2597337    .7472098
             ada_ac_udb |  -.2626753   .0632702    -4.15   0.000    -.3866825    -.138668
   max_grade_in_hh8_udb |  -.1082053    .080813    -1.34   0.181    -.2665959    .0501853
                        |
           finalstratum |
                     2  |  -.2088675   .0899428    -2.32   0.020    -.3851522   -.0325828
                     3  |  -.1386219   .0681079    -2.04   0.042     -.272111   -.0051329
                     4  |  -.0560462   .0980377    -0.57   0.568    -.2481966    .1361042
                     5  |  -.0810074   .1255669    -0.65   0.519    -.3271141    .1650993
                     6  |  -.0691935   .0953731    -0.73   0.468    -.2561214    .1177343
                     7  |  -.0568052    .083418    -0.68   0.496    -.2203014    .1066911
                     8  |  -.0291321   .0853955    -0.34   0.733    -.1965043    .1382401
                     9  |  -.1111622   .0733477    -1.52   0.130    -.2549211    .0325967
                    10  |  -.1092805   .0693099    -1.58   0.115    -.2451254    .0265643
                    11  |  -.0657586   .0887852    -0.74   0.459    -.2397743    .1082572
                    12  |  -.1114414   .0693396    -1.61   0.108    -.2473444    .0244617
                    13  |  -.0407172   .0940414    -0.43   0.665     -.225035    .1436005
                    14  |  -.0481189   .0760612    -0.63   0.527    -.1971961    .1009582
                  1000  |   .0180891   .0777343     0.23   0.816    -.1342673    .1704455
                        |
                  _cons |   .2334601   .0540551     4.32   0.000     .1275141    .3394061
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      2,735    .2361974    .4248225          0          1

added scalar:
       e(control_mean) =  .23619744

added scalar:
                e(obs) =  4172

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (.0003880367203415, .1378295994495589)
Original regression:

Linear regression                               Number of obs     =      4,172
                                                F(20, 101)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0829
                                                Root MSE          =     .42139

                                            (Std. err. adjusted for 102 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0691088   .0412061     1.68   0.097    -.0126331    .1508507
        pkh_agent_mar18 |   .7196487   .1525599     4.72   0.000      .417011    1.022286
  mar16_useinternet_ind |  -.5149837   .2180883    -2.36   0.020    -.9476123   -.0823552
dist_himbara_bank_podes |   .0013543   .0013884     0.98   0.332    -.0013999    .0041085
     distance_atm_podes |   .0048291   .0017765     2.72   0.008      .001305    .0083533
             atap11_udb |    .243738   .2587678     0.94   0.348    -.2695876    .7570637
             ada_ac_udb |  -.2626753   .0637356    -4.12   0.000    -.3891095    -.136241
   max_grade_in_hh8_udb |  -.1082053   .0814075    -1.33   0.187    -.2696959    .0532853
                        |
           finalstratum |
                     2  |  -.2088675   .0906045    -2.31   0.023    -.3886024   -.0291326
                     3  |  -.1386219   .0686089    -2.02   0.046    -.2747236   -.0025203
                     4  |  -.0560462   .0987589    -0.57   0.572    -.2519573    .1398649
                     5  |  -.0810074   .1264907    -0.64   0.523    -.3319309     .169916
                     6  |  -.0691935   .0960747    -0.72   0.473    -.2597799    .1213928
                     7  |  -.0568052   .0840316    -0.68   0.501    -.2235013     .109891
                     8  |  -.0291321   .0860237    -0.34   0.736    -.1997801    .1415159
                     9  |  -.1111622   .0738873    -1.50   0.136    -.2577347    .0354103
                    10  |  -.1092805   .0698197    -1.57   0.121    -.2477841     .029223
                    11  |  -.0657586   .0894383    -0.74   0.464    -.2431801     .111663
                    12  |  -.1114414   .0698497    -1.60   0.114    -.2500043    .0271215
                    13  |  -.0407172   .0947332    -0.43   0.668    -.2286424    .1472079
                    14  |  -.0481189   .0766207    -0.63   0.531    -.2001138    .1038759
                  1000  |   .0180891   .0783061     0.23   0.818    -.1372491    .1734274
                        |
                  _cons |   .2334601   .0544527     4.29   0.000     .1254405    .3414797
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .102
(results pkh_agentpmt300 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: pmt30 | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas sta_lahan1_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                6,806
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                pkh_agent_mar18 mar16_useinternet_ind mar16_gasorbiogas dist_himbara_bank_podes
                                       distance_atm_podes sta_lahan1_udb 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0772786   .0367249     2.10   0.035     .0052991    .1492581
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |    .092805    .037769     2.46   0.014     .0187792    .1668308
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0940241   .0381558     2.46   0.014       .01924    .1688081
        pkh_agent_mar18 |   .5897327   .1739027     3.39   0.001     .2488898    .9305757
  mar16_useinternet_ind |   -.710032   .1699755    -4.18   0.000    -1.043178   -.3768862
      mar16_gasorbiogas |  -.1260659   .2415917    -0.52   0.602     -.599577    .3474452
dist_himbara_bank_podes |   .0031201   .0011512     2.71   0.007     .0008639    .0053763
     distance_atm_podes |   .0031217   .0010361     3.01   0.003     .0010911    .0051524
         sta_lahan1_udb |   .2242067   .4339749     0.52   0.605    -.6263685    1.074782
                        |
           finalstratum |
                     2  |  -.0730794   .0733382    -1.00   0.319    -.2168197    .0706609
                     3  |  -.0933518   .0615824    -1.52   0.130    -.2140511    .0273476
                     4  |  -.0575392   .0893755    -0.64   0.520     -.232712    .1176336
                     5  |  -.0710926   .1118771    -0.64   0.525    -.2903677    .1481826
                     6  |  -.0851491   .0842972    -1.01   0.312    -.2503686    .0800704
                     7  |  -.0188219   .0697225    -0.27   0.787    -.1554756    .1178318
                     8  |  -.0257272    .074804    -0.34   0.731    -.1723404    .1208859
                     9  |  -.0788586   .0694474    -1.14   0.256     -.214973    .0572557
                    10  |  -.1217244   .0614399    -1.98   0.048    -.2421443   -.0013045
                    11  |  -.0736995   .0669212    -1.10   0.271    -.2048627    .0574636
                    12  |  -.1240459   .0573821    -2.16   0.031    -.2365127   -.0115791
                    13  |  -.0126183   .0848841    -0.15   0.882    -.1789881    .1537514
                    14  |  -.0286228     .07506    -0.38   0.703    -.1757377     .118492
                  1000  |  -.0183678   .0756682    -0.24   0.808    -.1666748    .1299391
                        |
                  _cons |   .2762918   .0504665     5.47   0.000     .1773793    .3752043
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      4,235    .2505313    .4333702          0          1

added scalar:
       e(control_mean) =  .25053129

added scalar:
                e(obs) =  6806

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (.029922254510815, .1581258867091392)
Original regression:

Linear regression                               Number of obs     =      6,806
                                                F(21, 104)        =       8.35
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0774
                                                Root MSE          =     .43039

                                            (Std. err. adjusted for 105 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0940241   .0383981     2.45   0.016     .0178791     .170169
        pkh_agent_mar18 |   .5897327    .175007     3.37   0.001     .2426873    .9367781
  mar16_useinternet_ind |   -.710032   .1710549    -4.15   0.000     -1.04924   -.3708238
      mar16_gasorbiogas |  -.1260659   .2431259    -0.52   0.605    -.6081937    .3560618
dist_himbara_bank_podes |   .0031201   .0011585     2.69   0.008     .0008228    .0054174
     distance_atm_podes |   .0031217   .0010426     2.99   0.003     .0010541    .0051893
         sta_lahan1_udb |   .2242067   .4367307     0.51   0.609    -.6418467     1.09026
                        |
           finalstratum |
                     2  |  -.0730794   .0738039    -0.99   0.324    -.2194354    .0732766
                     3  |  -.0933518   .0619735    -1.51   0.135    -.2162475     .029544
                     4  |  -.0575392   .0899431    -0.64   0.524    -.2358997    .1208213
                     5  |  -.0710926   .1125876    -0.63   0.529     -.294358    .1521728
                     6  |  -.0851491   .0848325    -1.00   0.318    -.2533751    .0830769
                     7  |  -.0188219   .0701653    -0.27   0.789    -.1579623    .1203185
                     8  |  -.0257272    .075279    -0.34   0.733    -.1750083    .1235539
                     9  |  -.0788586   .0698884    -1.13   0.262    -.2174499    .0597327
                    10  |  -.1217244     .06183    -1.97   0.052    -.2443356    .0008869
                    11  |  -.0736995   .0673462    -1.09   0.276    -.2072495    .0598504
                    12  |  -.1240459   .0577465    -2.15   0.034    -.2385593   -.0095325
                    13  |  -.0126183   .0854231    -0.15   0.883    -.1820156    .1567789
                    14  |  -.0286228   .0755366    -0.38   0.706    -.1784148    .1211692
                  1000  |  -.0183678   .0761487    -0.24   0.810    -.1693736    .1326379
                        |
                  _cons |   .2762918    .050787     5.44   0.000     .1755793    .3770043
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .014
(results pkh_agentpmt30all are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: above | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: pkh_agent_mar18 dist_private_bank_podes
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: 
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                1,317
Number of clusters:                       99
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (17):                pkh_agent_mar18 dist_private_bank_podes 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                  (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0547337   .0481221     1.14   0.255    -.0395839    .1490513
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                  (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0571835   .0392801     1.46   0.145    -.0198042    .1341711
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 99 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0571835   .0392809     1.46   0.145    -.0198057    .1341726
        pkh_agent_mar18 |   .7047525   .1364959     5.16   0.000     .4372255    .9722795
dist_private_bank_podes |   .0024256   .0006068     4.00   0.000     .0012363    .0036148
                        |
           finalstratum |
                     2  |  -.1158698   .0444055    -2.61   0.009     -.202903   -.0288367
                     3  |   .0079317   .0653501     0.12   0.903    -.1201523    .1360156
                     4  |  -.0558918    .073345    -0.76   0.446    -.1996454    .0878618
                     5  |   .0403454   .0874227     0.46   0.644        -.131    .2116907
                     6  |   .1683113   .0832651     2.02   0.043     .0051147    .3315079
                     7  |   .2359185   .0907659     2.60   0.009     .0580207    .4138164
                     8  |   .0329883   .0453447     0.73   0.467    -.0558857    .1218623
                     9  |   .0377914   .0529284     0.71   0.475    -.0659464    .1415292
                    10  |   .0072756   .0572215     0.13   0.899    -.1048764    .1194276
                    11  |   .2128825    .098931     2.15   0.031     .0189814    .4067836
                    12  |  -.0932545   .0468742    -1.99   0.047    -.1851263   -.0013828
                    13  |   .1194139   .0750387     1.59   0.112    -.0276593    .2664871
                    14  |   .1046787   .0904342     1.16   0.247     -.072569    .2819264
                  1000  |    .077047   .0665058     1.16   0.247    -.0533019     .207396
                        |
                  _cons |   .0455448   .0351089     1.30   0.195    -.0232674    .1143569
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |        902    .2272727    .4193027          0          1

added scalar:
       e(control_mean) =  .22727273

added scalar:
                e(obs) =  1317

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.0088084546153751, .1231753909920913)
Original regression:

Linear regression                               Number of obs     =      1,317
                                                F(17, 98)         =       9.28
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1169
                                                Root MSE          =     .40667

                                             (Std. err. adjusted for 99 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0571835   .0397383     1.44   0.153    -.0216759    .1360429
        pkh_agent_mar18 |   .7047525   .1380853     5.10   0.000     .4307267    .9787783
dist_private_bank_podes |   .0024256   .0006138     3.95   0.000     .0012075    .0036437
                        |
           finalstratum |
                     2  |  -.1158698   .0449226    -2.58   0.011    -.2050172   -.0267225
                     3  |   .0079317   .0661111     0.12   0.905    -.1232637     .139127
                     4  |  -.0558918   .0741991    -0.75   0.453    -.2031374    .0913538
                     5  |   .0403454   .0884407     0.46   0.649    -.1351623    .2158531
                     6  |   .1683113   .0842347     2.00   0.048     .0011503    .3354723
                     7  |   .2359185   .0918228     2.57   0.012     .0536992    .4181379
                     8  |   .0329883   .0458727     0.72   0.474    -.0580446    .1240213
                     9  |   .0377914   .0535447     0.71   0.482    -.0684664    .1440492
                    10  |   .0072756   .0578878     0.13   0.900    -.1076008     .122152
                    11  |   .2128825    .100083     2.13   0.036     .0142712    .4114939
                    12  |  -.0932545     .04742    -1.97   0.052    -.1873581     .000849
                    13  |   .1194139   .0759125     1.57   0.119     -.031232    .2700598
                    14  |   .1046787   .0914872     1.14   0.255    -.0768747    .2862321
                  1000  |    .077047   .0672802     1.15   0.255    -.0564684    .2105624
                        |
                  _cons |   .0455448   .0355177     1.28   0.203     -.024939    .1160285
-----------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .146
(results pkh_agentabove0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: pkh_agent | PMT: above | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: mar16_int_buysellservice mar17_n_officeinternet_hh mar18_bottleddrinkwater dist_himbara_bank_podes
          dist_private_bank_podes distance_atm_podes non_agri_podes
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: 
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                2,262
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (23):                pkh_agent_mar18 mar16_int_buysellservice mar17_n_officeinternet_hh
                                       mar18_bottleddrinkwater dist_himbara_bank_podes dist_private_bank_podes
                                       distance_atm_podes non_agri_podes 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0384303   .0387966     0.99   0.322    -.0376097    .1144704
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0529413   .0320246     1.65   0.098    -.0098257    .1157083
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0537252   .0319689     1.68   0.093    -.0089328    .1163832
          pkh_agent_mar18 |   .4602693   .1562324     2.95   0.003     .1540595    .7664791
 mar16_int_buysellservice |   -.682105    .405106    -1.68   0.092    -1.476098    .1118882
mar17_n_officeinternet_hh |   .0374774   .1466273     0.26   0.798    -.2499068    .3248615
  mar18_bottleddrinkwater |  -.7815187   .2784653    -2.81   0.005    -1.327301   -.2357367
  dist_himbara_bank_podes |   .0027729   .0016014     1.73   0.083    -.0003658    .0059116
  dist_private_bank_podes |   .0016137   .0004747     3.40   0.001     .0006834     .002544
       distance_atm_podes |   .0021858   .0013585     1.61   0.108    -.0004768    .0048484
           non_agri_podes |  -.0456053   .0319179    -1.43   0.153    -.1081631    .0169526
                          |
             finalstratum |
                       2  |   .0319819   .1178784     0.27   0.786    -.1990555    .2630193
                       3  |   .0278811   .0479821     0.58   0.561     -.066162    .1219242
                       4  |  -.0110459    .063754    -0.17   0.862    -.1360015    .1139097
                       5  |   .0223541   .0659991     0.34   0.735    -.1070018      .15171
                       6  |   .2047546   .0600719     3.41   0.001     .0870158    .3224935
                       7  |   .1137036   .0539878     2.11   0.035     .0078895    .2195177
                       8  |   .0982414   .0699992     1.40   0.160    -.0389546    .2354374
                       9  |   .0174899    .048354     0.36   0.718    -.0772823     .112262
                      10  |  -.0094941   .0466673    -0.20   0.839    -.1009602    .0819721
                      11  |   .1952443    .063213     3.09   0.002     .0713492    .3191394
                      12  |  -.0815371   .0488553    -1.67   0.095    -.1772918    .0142176
                      13  |   .1082436   .0565216     1.92   0.055    -.0025366    .2190238
                      14  |   .1039006   .0744976     1.39   0.163    -.0421121    .2499133
                    1000  |   .0883051   .0637444     1.39   0.166    -.0366316    .2132418
                          |
                    _cons |   .1021132   .0384884     2.65   0.008     .0266773    .1775492
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      1,505    .2504983    .4334441          0          1

added scalar:
       e(control_mean) =  .25049834

added scalar:
                e(obs) =  2262

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (.0000173654756924, .1074330336687792)
Original regression:

Linear regression                               Number of obs     =      2,262
                                                F(23, 104)        =      16.68
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1168
                                                Root MSE          =     .41577

                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
                pkh_agent | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |   .0537252   .0322869     1.66   0.099     -.010301    .1177514
          pkh_agent_mar18 |   .4602693   .1577863     2.92   0.004     .1473732    .7731654
 mar16_int_buysellservice |   -.682105   .4091353    -1.67   0.098    -1.493436    .1292256
mar17_n_officeinternet_hh |   .0374774   .1480856     0.25   0.801     -.256182    .3311368
  mar18_bottleddrinkwater |  -.7815187    .281235    -2.78   0.006    -1.339218   -.2238192
  dist_himbara_bank_podes |   .0027729   .0016173     1.71   0.089    -.0004343    .0059801
  dist_private_bank_podes |   .0016137   .0004794     3.37   0.001     .0006631    .0025643
       distance_atm_podes |   .0021858    .001372     1.59   0.114    -.0005349    .0049065
           non_agri_podes |  -.0456053   .0322353    -1.41   0.160    -.1095291    .0183186
                          |
             finalstratum |
                       2  |   .0319819   .1190508     0.27   0.789    -.2041004    .2680642
                       3  |   .0278811   .0484593     0.58   0.566    -.0682155    .1239777
                       4  |  -.0110459   .0643881    -0.17   0.864      -.13873    .1166382
                       5  |   .0223541   .0666555     0.34   0.738    -.1098263    .1545345
                       6  |   .2047546   .0606694     3.37   0.001     .0844449    .3250644
                       7  |   .1137036   .0545247     2.09   0.039      .005579    .2218282
                       8  |   .0982414   .0706955     1.39   0.168    -.0419503    .2384332
                       9  |   .0174899   .0488349     0.36   0.721    -.0793517    .1143314
                      10  |  -.0094941   .0471314    -0.20   0.841    -.1029575    .0839694
                      11  |   .1952443   .0638417     3.06   0.003     .0686438    .3218448
                      12  |  -.0815371   .0493413    -1.65   0.101    -.1793826    .0163085
                      13  |   .1082436   .0570837     1.90   0.061    -.0049556    .2214428
                      14  |   .1039006   .0752386     1.38   0.170    -.0453004    .2531016
                    1000  |   .0883051   .0643784     1.37   0.173    -.0393597    .2159698
                          |
                    _cons |   .1021132   .0388712     2.63   0.010     .0250301    .1791964
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .098
(results pkh_agentaboveall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: all | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: phk_other_location_mar18 mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: atap11_udb num_in_hh10_udb
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                5,624
Number of clusters:                      102
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                phk_other_location_mar18 mar16_useinternet_ind dist_himbara_bank_podes
                                       distance_atm_podes atap11_udb num_in_hh10_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0705853   .0373571    -1.89   0.059    -.1438038    .0026331
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0692467   .0378873    -1.83   0.068    -.1435046    .0050111
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0694927   .0381697    -1.82   0.069     -.144304    .0053186
phk_other_location_mar18 |    .690065   .1338671     5.15   0.000     .4276904    .9524396
   mar16_useinternet_ind |   .5401839   .1937852     2.79   0.005     .1603718    .9199959
 dist_himbara_bank_podes |  -.0011467   .0014906    -0.77   0.442    -.0040682    .0017748
      distance_atm_podes |  -.0051054   .0018211    -2.80   0.005    -.0086746   -.0015361
              atap11_udb |   -.256592   .2647588    -0.97   0.332    -.7755097    .2623256
         num_in_hh10_udb |   .1850715   .0526232     3.52   0.000     .0819318    .2882111
                         |
            finalstratum |
                      2  |   .1563424   .0822917     1.90   0.057    -.0049465    .3176312
                      3  |   .1115746   .0615227     1.81   0.070    -.0090077     .232157
                      4  |   .0625768   .0954522     0.66   0.512     -.124506    .2496596
                      5  |   .0300032   .1151438     0.26   0.794    -.1956745    .2556808
                      6  |   .0285956   .0843162     0.34   0.734    -.1366611    .1938524
                      7  |   .0139721   .0800693     0.17   0.861    -.1429609    .1709051
                      8  |   .0189472   .0748552     0.25   0.800    -.1277663    .1656608
                      9  |   .0721116   .0672957     1.07   0.284    -.0597856    .2040088
                     10  |   .0871188   .0635406     1.37   0.170    -.0374185    .2116562
                     11  |  -.0199756   .0811957    -0.25   0.806    -.1791163    .1391651
                     12  |   .1199648   .0660772     1.82   0.069    -.0095442    .2494738
                     13  |   .0204082   .0854049     0.24   0.811    -.1469824    .1877987
                     14  |   .0251938   .0745142     0.34   0.735    -.1208513    .1712389
                   1000  |  -.0245375   .0714383    -0.34   0.731    -.1645541    .1154791
                         |
                   _cons |   .0899772   .1343121     0.67   0.503    -.1732697    .3532241
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |      3,725     .765906     .423488          0          1

added scalar:
       e(control_mean) =  .76590604

added scalar:
                e(obs) =  5624

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1336178701918253, -.0053675684461327)
Original regression:

Linear regression                               Number of obs     =      5,624
                                                F(20, 101)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0873
                                                Root MSE          =     .41836

                                             (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0694927   .0384266    -1.81   0.074    -.1457208    .0067354
phk_other_location_mar18 |    .690065    .134768     5.12   0.000     .4227215    .9574085
   mar16_useinternet_ind |   .5401839   .1950894     2.77   0.007     .1531789    .9271888
 dist_himbara_bank_podes |  -.0011467   .0015006    -0.76   0.447    -.0041235    .0018301
      distance_atm_podes |  -.0051054   .0018333    -2.78   0.006    -.0087422   -.0014685
              atap11_udb |   -.256592   .2665407    -0.96   0.338     -.785337     .272153
         num_in_hh10_udb |   .1850715   .0529774     3.49   0.001     .0799786    .2901644
                         |
            finalstratum |
                      2  |   .1563424   .0828456     1.89   0.062     -.008001    .3206857
                      3  |   .1115746   .0619368     1.80   0.075    -.0112913    .2344406
                      4  |   .0625768   .0960946     0.65   0.516     -.128049    .2532026
                      5  |   .0300032   .1159187     0.26   0.796    -.1999484    .2599548
                      6  |   .0285956   .0848837     0.34   0.737    -.1397908     .196982
                      7  |   .0139721   .0806082     0.17   0.863    -.1459329    .1738772
                      8  |   .0189472    .075359     0.25   0.802    -.1305448    .1684393
                      9  |   .0721116   .0677487     1.06   0.290    -.0622835    .2065067
                     10  |   .0871188   .0639683     1.36   0.176     -.039777    .2140147
                     11  |  -.0199756   .0817422    -0.24   0.807    -.1821301    .1421789
                     12  |   .1199648   .0665219     1.80   0.074    -.0119969    .2519264
                     13  |   .0204082   .0859797     0.24   0.813    -.1501524    .1909688
                     14  |   .0251938   .0750157     0.34   0.738    -.1236171    .1740048
                   1000  |  -.0245375   .0719191    -0.34   0.734    -.1672057    .1181307
                         |
                   _cons |   .0899772   .1352161     0.67   0.507    -.1782551    .3582095
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .064
(results phk_other_locationall0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: all | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes internet_cell_4G_podes
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,285
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                phk_other_location_mar18 mar16_useinternet_ind mar16_gasorbiogas
                                       dist_himbara_bank_podes distance_atm_podes internet_cell_4G_podes 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0696401   .0342793    -2.03   0.042    -.1368263    -.002454
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0846748   .0350588    -2.42   0.016    -.1533888   -.0159608
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0855934   .0352974    -2.42   0.015    -.1547751   -.0164117
phk_other_location_mar18 |   .5505998   .1621728     3.40   0.001     .2327469    .8684527
   mar16_useinternet_ind |   .5947431   .1639537     3.63   0.000     .2733997    .9160865
       mar16_gasorbiogas |  -.2514638   .2264925    -1.11   0.267    -.6953809    .1924533
 dist_himbara_bank_podes |  -.0030113   .0012133    -2.48   0.013    -.0053893   -.0006332
      distance_atm_podes |  -.0029962   .0010456    -2.87   0.004    -.0050455    -.000947
  internet_cell_4G_podes |   .0489544   .0174973     2.80   0.005     .0146602    .0832486
                         |
            finalstratum |
                      2  |   .0548284   .0671396     0.82   0.414    -.0767628    .1864197
                      3  |   .0757291   .0545174     1.39   0.165    -.0311232    .1825813
                      4  |    .055051   .0844303     0.65   0.514    -.1104293    .2205314
                      5  |   .0432838   .1015856     0.43   0.670    -.1558202    .2423878
                      6  |   .0271201   .0770676     0.35   0.725    -.1239296    .1781698
                      7  |  -.0050461   .0647725    -0.08   0.938    -.1319979    .1219057
                      8  |   -.007909   .0727861    -0.11   0.913    -.1505672    .1347492
                      9  |   .0535383   .0619245     0.86   0.387    -.0678316    .1749082
                     10  |    .090129   .0585947     1.54   0.124    -.0247145    .2049724
                     11  |  -.0147511   .0690087    -0.21   0.831    -.1500056    .1205035
                     12  |   .1272003    .056112     2.27   0.023     .0172228    .2371779
                     13  |  -.0064898   .0788747    -0.08   0.934    -.1610813    .1481016
                     14  |  -.0084005   .0749095    -0.11   0.911    -.1552205    .1384194
                   1000  |   -.000143   .0720734    -0.00   0.998    -.1414042    .1411182
                         |
                   _cons |   .1840959   .1629621     1.13   0.259    -.1353038    .5034957
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |      5,883    .7492776    .4334658          0          1

added scalar:
       e(control_mean) =  .74927758

added scalar:
                e(obs) =  9285

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1448930551660939, -.0262937390610938)
Original regression:

Linear regression                               Number of obs     =      9,285
                                                F(21, 104)        =       8.65
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0815
                                                Root MSE          =     .42768

                                             (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0855934   .0355069    -2.41   0.018    -.1560049   -.0151819
phk_other_location_mar18 |   .5505998   .1631353     3.38   0.001     .2270965    .8741031
   mar16_useinternet_ind |   .5947431   .1649267     3.61   0.000     .2676873     .921799
       mar16_gasorbiogas |  -.2514638   .2278366    -1.10   0.272    -.7032723    .2003448
 dist_himbara_bank_podes |  -.0030113   .0012205    -2.47   0.015    -.0054315    -.000591
      distance_atm_podes |  -.0029962   .0010518    -2.85   0.005    -.0050819   -.0009106
  internet_cell_4G_podes |   .0489544   .0176012     2.78   0.006     .0140506    .0838582
                         |
            finalstratum |
                      2  |   .0548284   .0675381     0.81   0.419    -.0791021     .188759
                      3  |   .0757291    .054841     1.38   0.170    -.0330227    .1844808
                      4  |    .055051   .0849314     0.65   0.518     -.113371    .2234731
                      5  |   .0432838   .1021884     0.42   0.673    -.1593597    .2459273
                      6  |   .0271201   .0775249     0.35   0.727    -.1266148     .180855
                      7  |  -.0050461   .0651569    -0.08   0.938    -.1342547    .1241625
                      8  |   -.007909   .0732181    -0.11   0.914    -.1531033    .1372852
                      9  |   .0535383    .062292     0.86   0.392    -.0699892    .1770657
                     10  |    .090129   .0589424     1.53   0.129     -.026756     .207014
                     11  |  -.0147511   .0694182    -0.21   0.832      -.15241    .1229078
                     12  |   .1272003    .056445     2.25   0.026     .0152677     .239133
                     13  |  -.0064898   .0793427    -0.08   0.935    -.1638295    .1508498
                     14  |  -.0084005   .0753541    -0.11   0.911    -.1578304    .1410294
                   1000  |   -.000143   .0725011    -0.00   0.998    -.1439154    .1436294
                         |
                   _cons |   .1840959   .1639292     1.12   0.264    -.1409818    .5091736
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .02
(results phk_other_locationallall are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: pmt30 | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes max_grade_in_hh8_udb
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: atap11_udb ada_ac_udb
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                4,172
Number of clusters:                      102
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (22):                phk_other_location_mar18 mar16_useinternet_ind dist_himbara_bank_podes
                                       distance_atm_podes atap11_udb ada_ac_udb max_grade_in_hh8_udb 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0726103    .040752    -1.78   0.075    -.1524828    .0072621
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0684936   .0402431    -1.70   0.089    -.1473686    .0103814
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0691088   .0409003    -1.69   0.091    -.1492719    .0110543
phk_other_location_mar18 |   .7196487   .1514275     4.75   0.000     .4228562    1.016441
   mar16_useinternet_ind |   .5149837   .2164696     2.38   0.017     .0907111    .9392564
 dist_himbara_bank_podes |  -.0013543   .0013781    -0.98   0.326    -.0040553    .0013467
      distance_atm_podes |  -.0048291   .0017633    -2.74   0.006    -.0082852    -.001373
              atap11_udb |  -.2437381   .2568471    -0.95   0.343    -.7471492    .2596731
              ada_ac_udb |   .2626753   .0632625     4.15   0.000      .138683    .3866675
    max_grade_in_hh8_udb |   .1082053   .0808033     1.34   0.181    -.0501663    .2665768
                         |
            finalstratum |
                      2  |   .2088675    .089932     2.32   0.020     .0326041    .3851309
                      3  |   .1386219   .0680997     2.04   0.042      .005149    .2720949
                      4  |   .0560462   .0980259     0.57   0.567     -.136081    .2481734
                      5  |   .0810074   .1255518     0.65   0.519    -.1650696    .3270845
                      6  |   .0691935   .0953616     0.73   0.468    -.1177118    .2560988
                      7  |   .0568052   .0834079     0.68   0.496    -.1066714    .2202817
                      8  |   .0291321   .0853853     0.34   0.733    -.1382199    .1964841
                      9  |   .1111622   .0733389     1.52   0.130    -.0325794    .2549038
                     10  |   .1092805   .0693015     1.58   0.115    -.0265479     .245109
                     11  |   .0657586   .0887745     0.74   0.459    -.1082362    .2397534
                     12  |   .1114414   .0693312     1.61   0.108    -.0244453    .2473281
                     13  |   .0407172   .0940301     0.43   0.665    -.1435783    .2250128
                     14  |   .0481189    .076052     0.63   0.527    -.1009403    .1971781
                   1000  |  -.0180891   .0777249    -0.23   0.816    -.1704272    .1342489
                         |
                   _cons |   .0468912   .1489292     0.31   0.753    -.2450047    .3387871
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |      2,735    .7638026    .4248225          0          1

added scalar:
       e(control_mean) =  .76380256

added scalar:
                e(obs) =  4172

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1378213156445807, -.0003963080552769)
Original regression:

Linear regression                               Number of obs     =      4,172
                                                F(20, 101)        =          .
                                                Prob > F          =          .
                                                R-squared         =     0.0829
                                                Root MSE          =     .42139

                                             (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0691088   .0412061    -1.68   0.097    -.1508507    .0126331
phk_other_location_mar18 |   .7196487   .1525599     4.72   0.000      .417011    1.022286
   mar16_useinternet_ind |   .5149837   .2180883     2.36   0.020     .0823552    .9476123
 dist_himbara_bank_podes |  -.0013543   .0013884    -0.98   0.332    -.0041085    .0013999
      distance_atm_podes |  -.0048291   .0017765    -2.72   0.008    -.0083533    -.001305
              atap11_udb |  -.2437381   .2587678    -0.94   0.348    -.7570637    .2695876
              ada_ac_udb |   .2626753   .0637356     4.12   0.000      .136241    .3891095
    max_grade_in_hh8_udb |   .1082053   .0814075     1.33   0.187    -.0532853    .2696959
                         |
            finalstratum |
                      2  |   .2088675   .0906045     2.31   0.023     .0291326    .3886024
                      3  |   .1386219   .0686089     2.02   0.046     .0025203    .2747236
                      4  |   .0560462   .0987589     0.57   0.572    -.1398649    .2519573
                      5  |   .0810074   .1264907     0.64   0.523     -.169916    .3319309
                      6  |   .0691935   .0960747     0.72   0.473    -.1213928    .2597799
                      7  |   .0568052   .0840316     0.68   0.501     -.109891    .2235013
                      8  |   .0291321   .0860237     0.34   0.736    -.1415159    .1997801
                      9  |   .1111622   .0738873     1.50   0.136    -.0354103    .2577347
                     10  |   .1092805   .0698197     1.57   0.121     -.029223    .2477841
                     11  |   .0657586   .0894383     0.74   0.464     -.111663    .2431801
                     12  |   .1114414   .0698497     1.60   0.114    -.0271216    .2500043
                     13  |   .0407172   .0947332     0.43   0.668    -.1472079    .2286424
                     14  |   .0481189   .0766207     0.63   0.531    -.1038759    .2001138
                   1000  |  -.0180891   .0783061    -0.23   0.818    -.1734274    .1372491
                         |
                   _cons |   .0468912   .1500429     0.31   0.755    -.2507535    .3445359
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .102
(results phk_other_locationpmt300 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: pmt30 | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas sta_lahan1_udb
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                6,806
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (21):                phk_other_location_mar18 mar16_useinternet_ind mar16_gasorbiogas
                                       dist_himbara_bank_podes distance_atm_podes sta_lahan1_udb 1b.finalstratum
                                       2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
                                       7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum
                                       12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0772786   .0367249    -2.10   0.035    -.1492581   -.0052991
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   -.092805    .037769    -2.46   0.014    -.1668308   -.0187792
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0940241   .0381558    -2.46   0.014    -.1688081     -.01924
phk_other_location_mar18 |   .5897327   .1739027     3.39   0.001     .2488898    .9305757
   mar16_useinternet_ind |    .710032   .1699755     4.18   0.000     .3768862    1.043178
       mar16_gasorbiogas |   .1260659   .2415917     0.52   0.602    -.3474452     .599577
 dist_himbara_bank_podes |  -.0031201   .0011512    -2.71   0.007    -.0053763   -.0008639
      distance_atm_podes |  -.0031217   .0010361    -3.01   0.003    -.0051524   -.0010911
          sta_lahan1_udb |  -.2242067   .4339749    -0.52   0.605    -1.074782    .6263685
                         |
            finalstratum |
                      2  |   .0730794   .0733382     1.00   0.319    -.0706609    .2168197
                      3  |   .0933518   .0615824     1.52   0.130    -.0273476    .2140511
                      4  |   .0575392   .0893755     0.64   0.520    -.1176336     .232712
                      5  |   .0710926   .1118771     0.64   0.525    -.1481826    .2903677
                      6  |   .0851491   .0842972     1.01   0.312    -.0800704    .2503686
                      7  |   .0188219   .0697225     0.27   0.787    -.1178318    .1554756
                      8  |   .0257272    .074804     0.34   0.731    -.1208859    .1723404
                      9  |   .0788586   .0694474     1.14   0.256    -.0572557     .214973
                     10  |   .1217244   .0614399     1.98   0.048     .0013045    .2421443
                     11  |   .0736995   .0669212     1.10   0.271    -.0574636    .2048627
                     12  |   .1240459   .0573821     2.16   0.031     .0115791    .2365127
                     13  |   .0126183   .0848841     0.15   0.882    -.1537514    .1789881
                     14  |   .0286228     .07506     0.38   0.703    -.1184921    .1757377
                   1000  |   .0183678   .0756682     0.24   0.808    -.1299391    .1666747
                         |
                   _cons |   .1339755   .1734828     0.77   0.440    -.2060445    .4739954
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |      4,235    .7494687    .4333702          0          1

added scalar:
       e(control_mean) =  .74946871

added scalar:
                e(obs) =  6806

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1581258847826899, -.0299222509215905)
Original regression:

Linear regression                               Number of obs     =      6,806
                                                F(21, 104)        =       8.35
                                                Prob > F          =     0.0000
                                                R-squared         =     0.0774
                                                Root MSE          =     .43039

                                             (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0940241   .0383981    -2.45   0.016     -.170169   -.0178791
phk_other_location_mar18 |   .5897327    .175007     3.37   0.001     .2426873    .9367781
   mar16_useinternet_ind |    .710032   .1710549     4.15   0.000     .3708238     1.04924
       mar16_gasorbiogas |   .1260659   .2431259     0.52   0.605    -.3560618    .6081936
 dist_himbara_bank_podes |  -.0031201   .0011585    -2.69   0.008    -.0054174   -.0008228
      distance_atm_podes |  -.0031217   .0010426    -2.99   0.003    -.0051893   -.0010541
          sta_lahan1_udb |  -.2242067   .4367307    -0.51   0.609     -1.09026    .6418467
                         |
            finalstratum |
                      2  |   .0730794   .0738039     0.99   0.324    -.0732766    .2194354
                      3  |   .0933518   .0619735     1.51   0.135     -.029544    .2162475
                      4  |   .0575392   .0899431     0.64   0.524    -.1208213    .2358997
                      5  |   .0710926   .1125876     0.63   0.529    -.1521729     .294358
                      6  |   .0851491   .0848325     1.00   0.318    -.0830769    .2533751
                      7  |   .0188219   .0701653     0.27   0.789    -.1203185    .1579623
                      8  |   .0257272    .075279     0.34   0.733    -.1235539    .1750083
                      9  |   .0788586   .0698884     1.13   0.262    -.0597327    .2174499
                     10  |   .1217244     .06183     1.97   0.052    -.0008869    .2443356
                     11  |   .0736995   .0673462     1.09   0.276    -.0598504    .2072495
                     12  |   .1240459   .0577464     2.15   0.034     .0095325    .2385593
                     13  |   .0126183   .0854231     0.15   0.883    -.1567789    .1820156
                     14  |   .0286228   .0755366     0.38   0.706    -.1211692    .1784148
                   1000  |   .0183678   .0761487     0.24   0.810    -.1326379    .1693735
                         |
                   _cons |   .1339755   .1745844     0.77   0.445    -.2122319    .4801829
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .014
(results phk_other_locationpmt30all are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: above | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: phk_other_location_mar18 dist_private_bank_podes
Also inc: 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
          8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
          1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: 
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                1,317
Number of clusters:                       99
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (17):                phk_other_location_mar18 dist_private_bank_podes 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                  (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0547337   .0481221    -1.14   0.255    -.1490513    .0395839
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                  (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0571835   .0392801    -1.46   0.145    -.1341711    .0198042
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0571835   .0392809    -1.46   0.145    -.1341726    .0198057
phk_other_location_mar18 |   .7047525   .1364959     5.16   0.000     .4372255    .9722795
 dist_private_bank_podes |  -.0024256   .0006068    -4.00   0.000    -.0036148   -.0012363
                         |
            finalstratum |
                      2  |   .1158698   .0444055     2.61   0.009     .0288367     .202903
                      3  |  -.0079317   .0653501    -0.12   0.903    -.1360156    .1201523
                      4  |   .0558918    .073345     0.76   0.446    -.0878618    .1996454
                      5  |  -.0403454   .0874227    -0.46   0.644    -.2116907        .131
                      6  |  -.1683113   .0832651    -2.02   0.043    -.3315079   -.0051147
                      7  |  -.2359186   .0907659    -2.60   0.009    -.4138164   -.0580207
                      8  |  -.0329883   .0453447    -0.73   0.467    -.1218623    .0558857
                      9  |  -.0377914   .0529284    -0.71   0.475    -.1415292    .0659464
                     10  |  -.0072756   .0572215    -0.13   0.899    -.1194276    .1048764
                     11  |  -.2128825   .0989309    -2.15   0.031    -.4067836   -.0189814
                     12  |   .0932545   .0468742     1.99   0.047     .0013828    .1851263
                     13  |  -.1194139   .0750387    -1.59   0.112    -.2664871    .0276593
                     14  |  -.1046787   .0904342    -1.16   0.247    -.2819264     .072569
                   1000  |   -.077047   .0665058    -1.16   0.247     -.207396    .0533019
                         |
                   _cons |   .2497027   .1380455     1.81   0.070    -.0208615    .5202669
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |        902    .7727273    .4193027          0          1

added scalar:
       e(control_mean) =  .77272727

added scalar:
                e(obs) =  1317

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1231753876598545, .0088084575229793)
Original regression:

Linear regression                               Number of obs     =      1,317
                                                F(17, 98)         =       9.28
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1169
                                                Root MSE          =     .40667

                                              (Std. err. adjusted for 99 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
      phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0571835   .0397383    -1.44   0.153    -.1360429    .0216759
phk_other_location_mar18 |   .7047525   .1380853     5.10   0.000     .4307267    .9787783
 dist_private_bank_podes |  -.0024256   .0006138    -3.95   0.000    -.0036437   -.0012075
                         |
            finalstratum |
                      2  |   .1158698   .0449226     2.58   0.011     .0267225    .2050172
                      3  |  -.0079317   .0661111    -0.12   0.905     -.139127    .1232637
                      4  |   .0558918   .0741991     0.75   0.453    -.0913538    .2031374
                      5  |  -.0403454   .0884407    -0.46   0.649    -.2158531    .1351623
                      6  |  -.1683113   .0842347    -2.00   0.048    -.3354723   -.0011503
                      7  |  -.2359186   .0918228    -2.57   0.012    -.4181379   -.0536992
                      8  |  -.0329883   .0458727    -0.72   0.474    -.1240213    .0580446
                      9  |  -.0377914   .0535447    -0.71   0.482    -.1440492    .0684664
                     10  |  -.0072756   .0578878    -0.13   0.900     -.122152    .1076008
                     11  |  -.2128825    .100083    -2.13   0.036    -.4114939   -.0142712
                     12  |   .0932545     .04742     1.97   0.052     -.000849     .187358
                     13  |  -.1194139   .0759125    -1.57   0.119    -.2700598     .031232
                     14  |  -.1046787   .0914872    -1.14   0.255    -.2862321    .0768747
                   1000  |   -.077047   .0672802    -1.15   0.255    -.2105624    .0564684
                         |
                   _cons |   .2497027    .139653     1.79   0.077     -.027434    .5268395
------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .146
(results phk_other_locationabove0 are active now)

added matrix:
            e(pvalues) :  1 x 1
Var: phk_other_location | PMT: above | Sample: all
1.  (PDS/CHS) Selecting HD controls for dep var phk_other_location...
Selected: mar16_int_buysellservice mar17_n_officeinternet_hh mar18_bottleddrinkwater dist_himbara_bank_podes
          dist_private_bank_podes distance_atm_podes non_agri_podes
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: 
Also inc: phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
          6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
          13.finalstratum 14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                2,262
Number of clusters:                      105
Exogenous (1):                         treated
High-dim controls (831):               phk_other_location_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp
                                       mar16_ownhouse mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse
                                       mar16_concreteroof mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof
                                       mar16_ironsheetroof mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof
                                       mar16_otherroof mar16_concretewall mar16_wovenbamboowall mar16_woodwall
                                       mar16_wovenwoodwall mar16_logwoodwall mar16_bamboowall mar16_otherwall
                                       mar16_marblegranitefloor mar16_ceramicfloor mar16_parquettevinylfloor
                                       mar16_tilefloor mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Selected controls (23):                phk_other_location_mar18 mar16_int_buysellservice mar17_n_officeinternet_hh
                                       mar18_bottleddrinkwater dist_himbara_bank_podes dist_private_bank_podes
                                       distance_atm_podes non_agri_podes 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     phk_other_location_mar18 1b.finalstratum 2.finalstratum 3.finalstratum
                                       4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum
                                       9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
                                       14.finalstratum 1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0384303   .0387966    -0.99   0.322    -.1144704    .0376097
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 105 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
phk_other_~n | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |  -.0529413   .0320246    -1.65   0.098    -.1157083    .0098257
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
       phk_other_location | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |  -.0537252   .0319689    -1.68   0.093    -.1163832    .0089328
 phk_other_location_mar18 |   .4602693   .1562323     2.95   0.003     .1540595     .766479
 mar16_int_buysellservice |    .682105    .405106     1.68   0.092    -.1118882    1.476098
mar17_n_officeinternet_hh |  -.0374774   .1466273    -0.26   0.798    -.3248615    .2499068
  mar18_bottleddrinkwater |   .7815187   .2784653     2.81   0.005     .2357367    1.327301
  dist_himbara_bank_podes |  -.0027729   .0016014    -1.73   0.083    -.0059116    .0003658
  dist_private_bank_podes |  -.0016137   .0004747    -3.40   0.001     -.002544   -.0006834
       distance_atm_podes |  -.0021858   .0013585    -1.61   0.108    -.0048484    .0004768
           non_agri_podes |   .0456053   .0319179     1.43   0.153    -.0169526    .1081631
                          |
             finalstratum |
                       2  |  -.0319819   .1178784    -0.27   0.786    -.2630193    .1990555
                       3  |  -.0278811   .0479821    -0.58   0.561    -.1219242     .066162
                       4  |   .0110459    .063754     0.17   0.862    -.1139097    .1360015
                       5  |  -.0223541   .0659991    -0.34   0.735      -.15171    .1070018
                       6  |  -.2047546   .0600719    -3.41   0.001    -.3224935   -.0870158
                       7  |  -.1137036   .0539878    -2.11   0.035    -.2195177   -.0078895
                       8  |  -.0982414   .0699992    -1.40   0.160    -.2354374    .0389546
                       9  |  -.0174899    .048354    -0.36   0.718     -.112262    .0772822
                      10  |   .0094941   .0466673     0.20   0.839    -.0819721    .1009602
                      11  |  -.1952443    .063213    -3.09   0.002    -.3191394   -.0713492
                      12  |   .0815371   .0488553     1.67   0.095    -.0142176    .1772917
                      13  |  -.1082436   .0565216    -1.92   0.055    -.2190238    .0025366
                      14  |  -.1039006   .0744976    -1.39   0.163    -.2499133    .0421121
                    1000  |  -.0883051   .0637444    -1.39   0.166    -.2132418    .0366316
                          |
                    _cons |   .4376175   .1602563     2.73   0.006      .123521     .751714
-------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
phk_other_~n |      1,505    .7495017    .4334441          0          1

added scalar:
       e(control_mean) =  .74950166

added scalar:
                e(obs) =  2262

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
90% Confidence Interval for Treatment Effect: (-.1074330335754844, -.0000173634628599)
Original regression:

Linear regression                               Number of obs     =      2,262
                                                F(23, 104)        =      16.68
                                                Prob > F          =     0.0000
                                                R-squared         =     0.1168
                                                Root MSE          =     .41577

                                              (Std. err. adjusted for 105 clusters in KABU)
-------------------------------------------------------------------------------------------
                          |               Robust
       phk_other_location | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
--------------------------+----------------------------------------------------------------
                  treated |  -.0537252   .0322869    -1.66   0.099    -.1177514     .010301
 phk_other_location_mar18 |   .4602693   .1577863     2.92   0.004     .1473732    .7731653
 mar16_int_buysellservice |    .682105   .4091353     1.67   0.098    -.1292256    1.493436
mar17_n_officeinternet_hh |  -.0374774   .1480856    -0.25   0.801    -.3311368     .256182
  mar18_bottleddrinkwater |   .7815187    .281235     2.78   0.006     .2238192    1.339218
  dist_himbara_bank_podes |  -.0027729   .0016173    -1.71   0.089    -.0059801    .0004343
  dist_private_bank_podes |  -.0016137   .0004794    -3.37   0.001    -.0025643   -.0006631
       distance_atm_podes |  -.0021858    .001372    -1.59   0.114    -.0049065    .0005349
           non_agri_podes |   .0456053   .0322353     1.41   0.160    -.0183186    .1095291
                          |
             finalstratum |
                       2  |  -.0319819   .1190508    -0.27   0.789    -.2680642    .2041004
                       3  |  -.0278811   .0484593    -0.58   0.566    -.1239777    .0682155
                       4  |   .0110459   .0643881     0.17   0.864    -.1166382      .13873
                       5  |  -.0223541   .0666555    -0.34   0.738    -.1545345    .1098263
                       6  |  -.2047546   .0606694    -3.37   0.001    -.3250644   -.0844449
                       7  |  -.1137036   .0545247    -2.09   0.039    -.2218282    -.005579
                       8  |  -.0982414   .0706955    -1.39   0.168    -.2384332    .0419503
                       9  |  -.0174899   .0488349    -0.36   0.721    -.1143314    .0793517
                      10  |   .0094941   .0471314     0.20   0.841    -.0839694    .1029575
                      11  |  -.1952443   .0638417    -3.06   0.003    -.3218448   -.0686438
                      12  |   .0815371   .0493413     1.65   0.101    -.0163085    .1793826
                      13  |  -.1082436   .0570837    -1.90   0.061    -.2214428    .0049556
                      14  |  -.1039006   .0752386    -1.38   0.170    -.2531016    .0453004
                    1000  |  -.0883051   .0643784    -1.37   0.173    -.2159698    .0393597
                          |
                    _cons |   .4376175   .1618502     2.70   0.008     .1166625    .7585725
-------------------------------------------------------------------------------------------
Beginning 1000 regressions...
Completed regression 10
Completed regression 25
Completed regression 50
Completed regression 100
Completed regression 200
Completed regression 300
Completed regression 400
Completed regression 500
Completed regression 600
Completed regression 700
Completed regression 800
Completed regression 900
Completed regression 1000
RI p-val = .098
(results phk_other_locationaboveall are active now)

added matrix:
            e(pvalues) :  1 x 1

. 
. 
. 
. qui cd "$output/ster_files/20210226_finance"

. 
. * store estimates
.   local prefix: display %tdCYND td(`c(current_date)')

.   cap erase "`prefix'_banking_HH" // clear .ster if it already exists

.   qui estimates dir

.   foreach e in `r(names)' {
  2.       quietly estimates restore `e'
  3.       estimates title: `e'
  4.       quietly estimates save "`prefix'_banking_HH", append
  5.   }

. 
. 
. 
.   /*----------------------------------------------------*/
.           /* Section: PKH GRAPH (Mar 19) */
.   /*----------------------------------------------------*/
. 
.   u "$finance_data/susenas_mar19_finance_treats_lasso.dta", clear

. 
.   * locals for regressions
.   local 0    = "& num_agents_mar18 == 0"

.   gen baseline_agent0 = num_agents_mar18 == 0

. 
.   local pkh     = "pkh_receipt pkh_agent"

. 
.   foreach var of varlist `pkh' {
  2.   * get baseline control if it exists
.   local mar18 = ""
  3.   cap confirm variable `var'_mar18
  4.   if _rc == 0 {
  5.     local mar18 = "`var'_mar18"
  6.   }
  7. 
.     foreach sample in 0  {
  8. 
.       di "Var: `var' | PMT: `pmt' | Sample: `sample'"
  9. 
.       * DL regression
.        { //quietly
 10.         eststo `var'`pmt'`sample': pdslasso `var' treated (`mar18' mar16* mar17* mar18* *podes *udb i.finalstratum cre
> dit_mar18)  ///
>           if pmt30 == 1 & num_agents_mar18 == 0, cluster(KABU) aset(i.finalstratum  `mar18')
 11.           local treatment_effect_`var' = r(table)[1, 1]
 12.           local se_`var' = _se[treated]
 13.           summ `var' if e(sample) == 1 & treated == 0
 14.           estadd scalar control_mean = r(mean)
 15.           estadd scalar obs = e(N)
 16.           estadd local stratum = "Yes"
 17.           estadd local lasso = "Yes"
 18. 
.       }
 19. 
.     }
 20.   }
Var: pkh_receipt | PMT:  | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_receipt...
Selected: adapkh_udb adakks2017_udb sta_kks_udb sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb male_hoh_m_udb
          num_in_hh1_udb num_in_hh2_udb in_school_hh_udb pregnant_hh_m_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: mar16_gasorbiogas kelas_tertinggi8_hoh_udb
Also inc: pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                9,538
Number of clusters:                      103
Exogenous (1):                         treated
High-dim controls (832):               pkh_receipt_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum credit_mar18
Selected controls (29):                pkh_receipt_mar18 mar16_gasorbiogas adapkh_udb adakks2017_udb sta_kks_udb
                                       sta_pkh_udb sta_rastra_udb jumlah_keluarga1_udb kelas_tertinggi8_hoh_udb
                                       male_hoh_m_udb num_in_hh1_udb num_in_hh2_udb in_school_hh_udb pregnant_hh_m_udb
                                       1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum
                                       6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum
                                       11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_receipt_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   -.012463   .0180641    -0.69   0.490    -.0478679    .0229419
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
 pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   -.001119   .0159609    -0.07   0.944    -.0324018    .0301637
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                             (Std. err. adjusted for 103 clusters in KABU)
------------------------------------------------------------------------------------------
                         |               Robust
             pkh_receipt | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------------------+----------------------------------------------------------------
                 treated |  -.0011238   .0158691    -0.07   0.944    -.0322267    .0299791
       pkh_receipt_mar18 |   .1559974   .1124627     1.39   0.165    -.0644256    .3764203
       mar16_gasorbiogas |  -.2243824   .1530527    -1.47   0.143    -.5243602    .0755954
              adapkh_udb |   .4939469   .0143104    34.52   0.000     .4658991    .5219948
          adakks2017_udb |   .0726661   .0133046     5.46   0.000     .0465896    .0987425
             sta_kks_udb |   .0339825   .0082799     4.10   0.000     .0177541    .0502108
             sta_pkh_udb |   .0739673    .015131     4.89   0.000     .0443111    .1036236
          sta_rastra_udb |   .0370362   .0110433     3.35   0.001     .0153918    .0586807
    jumlah_keluarga1_udb |   .0800695   .0147765     5.42   0.000     .0511082    .1090308
kelas_tertinggi8_hoh_udb |  -.1484021   .0221263    -6.71   0.000    -.1917689   -.1050353
          male_hoh_m_udb |  -.0581555   .0107466    -5.41   0.000    -.0792185   -.0370925
          num_in_hh1_udb |  -.1547959   .0151995   -10.18   0.000    -.1845865   -.1250054
          num_in_hh2_udb |  -.0703146   .0110192    -6.38   0.000    -.0919119   -.0487173
        in_school_hh_udb |   .0602095   .0100038     6.02   0.000     .0406025    .0798166
       pregnant_hh_m_udb |  -.0539054   .0098869    -5.45   0.000    -.0732834   -.0345274
                         |
            finalstratum |
                      2  |  -.0693749   .0534881    -1.30   0.195    -.1742096    .0354599
                      3  |  -.0625605   .0309618    -2.02   0.043    -.1232446   -.0018765
                      4  |  -.0414351    .035983    -1.15   0.250    -.1119605    .0290903
                      5  |  -.0714026   .0475671    -1.50   0.133    -.1646324    .0218272
                      6  |  -.0591171   .0472556    -1.25   0.211    -.1517363    .0335021
                      7  |   .0049641   .0415843     0.12   0.905    -.0765397     .086468
                      8  |  -.0231449    .035449    -0.65   0.514    -.0926237    .0463338
                      9  |   .0169135   .0287911     0.59   0.557     -.039516    .0733429
                     10  |  -.0467915   .0335621    -1.39   0.163    -.1125721     .018989
                     11  |  -.0717467   .0406552    -1.76   0.078    -.1514294    .0079359
                     12  |  -.0605461   .0505709    -1.20   0.231    -.1596631     .038571
                     13  |  -.0703558   .0302579    -2.33   0.020    -.1296601   -.0110515
                     14  |  -.0009573   .0304648    -0.03   0.975    -.0606673    .0587527
                   1000  |    -.07625   .0383757    -1.99   0.047    -.1514651    -.001035
                         |
                   _cons |   .0678883   .0390237     1.74   0.082    -.0085968    .1443733
------------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
 pkh_receipt |      6,083    .4497781    .4975123          0          1

added scalar:
       e(control_mean) =  .44977807

added scalar:
                e(obs) =  9538

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"
Var: pkh_agent | PMT:  | Sample: 0
1.  (PDS/CHS) Selecting HD controls for dep var pkh_agent...
Selected: mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes max_grade_in_hh8_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum
2.  (PDS/CHS) Selecting HD controls for exog regressor treated...
Selected: atap11_udb ada_ac_udb
Also inc: pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum
          7.finalstratum 8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum
          14.finalstratum 1000.finalstratum


Estimation results:

Specification:
Regularization method:                 lasso
Penalty loadings:                      cluster-lasso
Number of observations:                4,172
Number of clusters:                      102
Exogenous (1):                         treated
High-dim controls (832):               pkh_agent_mar18 mar16_n_hh_house mar16_area mar16_month_pcexp mar16_ownhouse
                                       mar16_lease mar16_freelease mar16_companyhouse mar16_otherhouse mar16_concreteroof
                                       mar16_tileroof mar16_metalroof mar16_clayroof mar16_asbestosroof mar16_ironsheetroof
                                       mar16_bambooroof mar16_shinglewoodroof mar16_fiberpalmroof mar16_otherroof
                                       mar16_concretewall mar16_wovenbamboowall mar16_woodwall mar16_wovenwoodwall
                                       mar16_logwoodwall mar16_bamboowall mar16_otherwall mar16_marblegranitefloor
                                       mar16_ceramicfloor mar16_parquettevinylfloor mar16_tilefloor
                                       mar16_highqualitywoodfloor mar16_cementbrickfloor mar16_bamboofloor
                                       mar16_lowqualitywoodfloor mar16_soilfloor mar16_otherfloor mar16_personaltoilet
                                       mar16_mutualtoilet mar16_communaltoilet mar16_notusetoilet mar16_noaccesstotoilet
                                       mar16_goosetoilet mar16_closedpitttoilet mar16_unclosedpitttoilet mar16_squattoilet
                                       mar16_notoilet mar16_personalgoosetoilet mar16_personalclosedpitttoilet
                                       mar16_personalunclosedpitttoilet mar16_personalsquattoilet mar16_mutualgoosetoilet
                                       mar16_mutualclosedpitttoilet mar16_mutualunclosedpitttoilet mar16_mutualsquattoilet
                                       mar16_communalgoosetoilet mar16_communalclosedpitttoilet
                                       mar16_communalunclosedpitttoilet mar16_communalsquattoilet mar16_lpg5kgmore
                                       mar16_refrigerator mar16_airconditioner mar16_waterheater mar16_landline
                                       mar16_computer mar16_goldjewelerymin10gram mar16_motorcycle mar16_boat
                                       mar16_motorboat mar16_car mar16_septicdisposal mar16_pooldisposal
                                       mar16_riverdisposal mar16_pitholedisposal mar16_opendisposal mar16_otherdisposal
                                       mar16_bottleddrinkwater mar16_refilldrinkwater mar16_meteredtapdrinkwater
                                       mar16_retailtapdrinkwater mar16_pumpdrinkwater mar16_protwelldrinkwater
                                       mar16_unprotwelldrinkwater mar16_protspringdrinkwater mar16_unprotspringdrinkwater
                                       mar16_riverdrinkwater mar16_raindrinkwater mar16_otherdrinkwater mar16_personalwater
                                       mar16_mutualwater mar16_communalwater mar16_notusewater mar16_noaccesswater
                                       mar16_buyingdrinkwater mar16_subscribedrinkwater mar16_notbuyingdrinkwater
                                       mar16_bottledcookwater mar16_refillcookwater mar16_meteredtapcookwater
                                       mar16_retailtapcookwater mar16_pumpcookwater mar16_protectedwellcookwater
                                       mar16_unprotectedwellcookwater mar16_protectedspringcookwater
                                       mar16_unprotspringcookwater mar16_rivercookwater mar16_raincookwater
                                       mar16_othercookwater mar16_cookwatersource13 mar16_bottledwashwater
                                       mar16_refillwashwater mar16_meteredtapwashwater mar16_retailtapwashwater
                                       mar16_pumpwashwater mar16_protectedwellwashwater mar16_unprotectedwellwashwater
                                       mar16_protectedspringwashwater mar16_unprotspringwashwater mar16_riverwashwater
                                       mar16_rainwashwater mar16_otherwashwater mar16_publicpipewater
                                       mar16_publichydrantwater mar16_cleandrinkwater mar16_cleancookwater
                                       mar16_cleanwashwater mar16_exp_cap mar16_any_credit mar16_totalmale
                                       mar16_totalfemale mar16_totalchild mar16_n_cell_hh mar16_own_cell
                                       mar16_n_computer_hh mar16_usecomputer mar16_useinternet_ind mar16_n_internet_hh
                                       mar16_useinternet mar16_n_homeinternet_hh mar16_homeinternet
                                       mar16_n_notownhomeinternet_hh mar16_notownhomeinternet mar16_n_officeinternet_hh
                                       mar16_officeinternet mar16_n_schoolinternet_hh mar16_schoolinternet
                                       mar16_n_publicinternet_hh mar16_publicinternet mar16_n_vehicleinternet_hh
                                       mar16_vehicleinternet mar16_int_gettinginformation mar16_int_dohomework
                                       mar16_int_email mar16_int_socialmedia mar16_int_buysellservice
                                       mar16_int_recreational mar16_int_financial mar16_int_other mar16_PLNelectricity
                                       mar16_nonPLNelectricity mar16_nonelectricity mar16_electricity mar16_lpgas5kg
                                       mar16_lpgas12kg mar16_lpgas3kg mar16_gasorbiogas mar16_kerosene mar16_briquettecoal
                                       mar16_charcoal mar16_firewood mar16_otherenergy mar16_notcookingathome
                                       mar17_n_hh_house mar17_area mar17_month_pcexp mar17_renum mar17_savings_account
                                       mar17_any_credit mar17_ownhouse mar17_lease mar17_freelease mar17_companyhouse
                                       mar17_otherhouse mar17_concreteroof mar17_tileroof mar17_asbestosroof
                                       mar17_ironsheetroof mar17_bambooroof mar17_shinglewoodroof mar17_fiberpalmroof
                                       mar17_otherroof mar17_concretewall mar17_wovenbamboowall mar17_woodwall
                                       mar17_wovenwoodwall mar17_logwoodwall mar17_bamboowall mar17_otherwall
                                       mar17_marblegranitefloor mar17_ceramicfloor mar17_parquettevinylfloor
                                       mar17_tilefloor mar17_highqualitywoodfloor mar17_cementbrickfloor mar17_bamboofloor
                                       mar17_soilfloor mar17_otherfloor mar17_personaltoilet mar17_mutualtoilet
                                       mar17_communaltoilet mar17_notusetoilet mar17_noaccesstotoilet mar17_goosetoilet
                                       mar17_closedpitttoilet mar17_unclosedpitttoilet mar17_squattoilet mar17_notoilet
                                       mar17_personalgoosetoilet mar17_personalclosedpitttoilet
                                       mar17_personalunclosedpitttoilet mar17_personalsquattoilet mar17_mutualgoosetoilet
                                       mar17_mutualclosedpitttoilet mar17_mutualunclosedpitttoilet mar17_mutualsquattoilet
                                       mar17_lpg5kgmore mar17_refrigerator mar17_airconditioner mar17_waterheater
                                       mar17_landline mar17_computer mar17_goldjewelerymin10gram mar17_motorcycle
                                       mar17_boat mar17_motorboat mar17_car mar17_septicdisposal mar17_pooldisposal
                                       mar17_riverdisposal mar17_pitholedisposal mar17_opendisposal mar17_otherdisposal
                                       mar17_bottleddrinkwater mar17_refilldrinkwater mar17_tapdrinkwater
                                       mar17_pumpdrinkwater mar17_protwelldrinkwater mar17_unprotwelldrinkwater
                                       mar17_protspringdrinkwater mar17_unprotspringdrinkwater mar17_riverdrinkwater
                                       mar17_raindrinkwater mar17_otherdrinkwater mar17_bottledcookwater
                                       mar17_refillcookwater mar17_tapcookwater mar17_pumpcookwater
                                       mar17_protectedwellcookwater mar17_unprotectedwellcookwater
                                       mar17_protectedspringcookwater mar17_unprotectedspringcookwater mar17_rivercookwater
                                       mar17_raincookwater mar17_othercookwater mar17_cleandrinkwater mar17_cleancookwater
                                       mar17_PLNelectricity mar17_nonPLNelectricity mar17_nonelectricity mar17_electricity
                                       mar17_lpgas5kg mar17_lpgas12kg mar17_lpgas3kg mar17_gasorbiogas mar17_kerosene
                                       mar17_briquettecoal mar17_charcoal mar17_firewood mar17_otherenergy
                                       mar17_notcookingathome mar17_totalmale mar17_totalfemale mar17_totalchild mar17_cell
                                       mar17_n_cell_hh mar17_own_cell mar17_computeruse mar17_n_computer_hh
                                       mar17_usecomputer mar17_n_internet_hh mar17_useinternet mar17_n_homeinternet_hh
                                       mar17_homeinternet mar17_n_notownhomeinternet_hh mar17_notownhomeinternet
                                       mar17_n_officeinternet_hh mar17_officeinternet mar17_n_schoolinternet_hh
                                       mar17_schoolinternet mar17_n_publicinternet_hh mar17_publicinternet
                                       mar17_n_vehicleinternet_hh mar17_vehicleinternet mar17_int_gettinginformation
                                       mar17_int_dohomework mar17_int_email_ind mar17_int_email mar17_int_socialmedia_ind
                                       mar17_int_socialmedia mar17_int_buysellservice mar17_int_recreational
                                       mar17_int_financial mar17_int_other mar18_nhhhouse mar18_area mar18_month_pcexp
                                       mar18_lpg5kgmore mar18_regiferator mar18_airconditioner mar18_waterheater
                                       mar18_landline mar18_computer mar18_goldjewelerymin10gram mar18_motorcycle
                                       mar18_boat mar18_motorboat mar18_car mar18_ownhouse mar18_lease mar18_freelease
                                       mar18_companyhouse mar18_otherhouse mar18_concreteroof mar18_tileroof
                                       mar18_asbestosroof mar18_ironsheetroof mar18_bambooroof mar18_shinglewoodroof
                                       mar18_fiberpalmroof mar18_otherroof mar18_concretewall mar18_wovenbamboowall
                                       mar18_woodwall mar18_wovenwoodwall mar18_logwoodwall mar18_bamboowall
                                       mar18_otherwall mar18_marblegranitefloor mar18_ceramicfloor
                                       mar18_parquettevinylfloor mar18_tilefloor mar18_woodfloor mar18_cementbrickfloor
                                       mar18_bamboofloor mar18_soilfloor mar18_otherfloor mar18_personaltoilet
                                       mar18_mutualtoilet mar18_communaltoilet mar18_notusetoilet mar18_noaccesstotoilet
                                       mar18_goosetoilet mar18_closedpitttoilet mar18_unclosedpitttoilet mar18_squattoilet
                                       mar18_notoilet mar18_personalgoosetoilet mar18_personalclosedpitttoilet
                                       mar18_personalunclosedpitttoilet mar18_personalsquattoilet mar18_mutualgoosetoilet
                                       mar18_mutualclosedpitttoilet mar18_mutualunclosedpitttoilet mar18_mutualsquattoilet
                                       mar18_septicdisposal mar18_pooldisposal mar18_riverdisposal mar18_pitholedisposal
                                       mar18_opendisposal mar18_otherdisposal mar18_bottleddrinkwater
                                       mar18_refilldrinkwater mar18_tapdrinkwater mar18_pumpdrinkwater
                                       mar18_protwelldrinkwater mar18_unprotwelldrinkwater mar18_protspringwater
                                       mar18_unprotspringdrinkwater mar18_riverdrinkwater mar18_raindrinkwater
                                       mar18_otherdrinkwater mar18_bottledcookwater mar18_refillcookwater
                                       mar18_tapcookwater mar18_pumpcookwater mar18_protectedwellcookwater
                                       mar18_unprotectedwellcookwater mar18_protectedspringcookwater
                                       mar18_unprotectedspringcookwater mar18_rivercookwater mar18_raincookwater
                                       mar18_othercookwater mar18_PLNelectricity mar18_nonPLNelectricity
                                       mar18_nonelectricity mar18_electricity mar18_lpgas5kg mar18_lpgas12kg mar18_lpgas3kg
                                       mar18_gasorbiogas mar18_kerosene mar18_briquettecoal mar18_charcoal mar18_firewood
                                       mar18_otherenergy mar18_notcookingathome mar18_cleandrinkwater mar18_totalmale
                                       mar18_totalfemale mar18_totalchild mar18_own_cell mar18_n_cell_hh mar18_usecomputer
                                       mar18_n_computer_hh mar18_useinternet mar18_n_internet_hh himbara_bank_podes
                                       dist_himbara_bank_podes private_bank_podes dist_private_bank_podes atm_podes
                                       distance_atm_podes agent_podes distance_agent_podes rice_agri_podes
                                       non_rice_agri_podes non_agri_podes miss_agri_podes asphalt_road_transport_podes
                                       gravel_road_transport_podes land_transport_podes water_transport_podes
                                       other_transport_podes miss_transport_podes road_passable_always_podes
                                       road_passable_usually_podes road_passable_dry_season_podes road_passable_never_podes
                                       road_passable_missing_podes distance_camat_podes distance_camat_miss_podes
                                       time_to_camat_podes time_to_camat_miss_podes fees_camat_podes fees_camat_miss_podes
                                       vstrong_cell_signal_podes strong_cell_signal_podes weak_cell_signal_podes
                                       no_cell_signal_podes miss_cell_signal_podes internet_cell_4G_podes
                                       internet_cell_3G_podes internet_cell_25G_podes internet_cell_none_podes
                                       internet_cell_miss_podes desa_head_edu18_podes desa_head_edu18_missing_podes
                                       no_bankaccess_podes udb adapkh_m_udb adapkh_udb adakks2016_m_udb adakks2016_udb
                                       adakks2017_m_udb adakks2017_udb adapbi_m_udb adapbi_udb adadapodik_m_udb
                                       adadapodik_udb sta_keberadaan_rt_m_udb sta_keberadaan_rt_udb
                                       flag_ada_di_pbdt15_m_udb flag_ada_di_pbdt15_udb jumlah_sapi_m_udb jumlah_sapi_udb
                                       jumlah_kerbau_m_udb jumlah_kerbau_udb jumlah_kuda_m_udb jumlah_kuda_udb
                                       jumlah_babi_m_udb jumlah_babi_udb jumlah_kambing_m_udb jumlah_kambing_udb
                                       percentile_m_udb percentile_udb adabpnt_udb adabpnt_m_udb sta_bangunan1_udb
                                       sta_bangunan2_udb sta_bangunan3_udb sta_bangunan4_udb sta_bangunan5_udb
                                       sta_bangunan6_udb sta_bangunan_m_udb sta_lahan1_udb sta_lahan2_udb sta_lahan3_udb
                                       sta_lahan4_udb sta_lahan5_udb sta_lahan_m_udb lantai1_udb lantai2_udb lantai3_udb
                                       lantai4_udb lantai5_udb lantai6_udb lantai7_udb lantai8_udb lantai9_udb lantai10_udb
                                       lantai11_udb lantai_m_udb dinding1_udb dinding2_udb dinding3_udb dinding4_udb
                                       dinding5_udb dinding6_udb dinding7_udb dinding8_udb dinding_m_udb atap1_udb
                                       atap2_udb atap3_udb atap4_udb atap5_udb atap6_udb atap7_udb atap8_udb atap9_udb
                                       atap10_udb atap11_udb atap_m_udb sumber_airminum1_udb sumber_airminum2_udb
                                       sumber_airminum3_udb sumber_airminum4_udb sumber_airminum5_udb sumber_airminum6_udb
                                       sumber_airminum7_udb sumber_airminum8_udb sumber_airminum9_udb sumber_airminum10_udb
                                       sumber_airminum11_udb sumber_airminum12_udb sumber_airminum13_udb
                                       sumber_airminum_m_udb caraperolehairmin1_udb caraperolehairmin2_udb
                                       caraperolehairmin3_udb caraperolehairmin4_udb caraperolehairmin_m_udb sumberpen1_udb
                                       sumberpen2_udb sumberpen3_udb sumberpen4_udb sumberpen_m_udb daya1_udb daya2_udb
                                       daya3_udb daya4_udb daya5_udb daya6_udb daya7_udb daya_m_udb bb_masak1_udb
                                       bb_masak2_udb bb_masak3_udb bb_masak4_udb bb_masak5_udb bb_masak6_udb bb_masak7_udb
                                       bb_masak8_udb bb_masak9_udb bb_masak10_udb bb_masak_m_udb fasbab1_udb fasbab2_udb
                                       fasbab3_udb fasbab4_udb fasbab5_udb fasbab_m_udb kloset1_udb kloset2_udb kloset3_udb
                                       kloset4_udb kloset5_udb kloset_m_udb buang_tinja1_udb buang_tinja2_udb
                                       buang_tinja3_udb buang_tinja4_udb buang_tinja5_udb buang_tinja6_udb buang_tinja7_udb
                                       buang_tinja_m_udb kondisi_dinding_udb kondisi_dinding_m_udb kondisi_atap_udb
                                       kondisi_atap_m_udb ada_tabung_gas_udb ada_tabung_gas_m_udb ada_ac_udb ada_ac_m_udb
                                       ada_telepon_udb ada_telepon_m_udb ada_emas_udb ada_emas_m_udb ada_sepeda_udb
                                       ada_sepeda_m_udb ada_motor_tempel_udb ada_motor_tempel_m_udb sta_art_usaha_udb
                                       sta_art_usaha_m_udb sta_kks_udb sta_kks_m_udb sta_kis_udb sta_kis_m_udb sta_pkh_udb
                                       sta_pkh_m_udb sta_jamsostek_udb sta_jamsostek_m_udb ada_lemari_es_udb
                                       ada_lemari_es_m_udb ada_pemanas_udb ada_pemanas_m_udb ada_tv_udb ada_tv_m_udb
                                       ada_laptop_udb ada_laptop_m_udb ada_motor_udb ada_motor_m_udb ada_mobil_udb
                                       ada_mobil_m_udb ada_perahu_udb ada_perahu_m_udb ada_perahu_motor_udb
                                       ada_perahu_motor_m_udb ada_kapal_udb ada_kapal_m_udb sta_kip_udb sta_kip_m_udb
                                       sta_bpjs_mandiri_udb sta_bpjs_mandiri_m_udb sta_asuransi_udb sta_asuransi_m_udb
                                       sta_rastra_udb sta_rastra_m_udb aset_tak_bergerak_udb aset_tak_bergerak_m_udb
                                       rumah_lain_udb rumah_lain_m_udb sta_kur_udb sta_kur_m_udb jumlah_art1_udb
                                       jumlah_art2_udb jumlah_art3_udb jumlah_art4_udb jumlah_art5_udb jumlah_art6_udb
                                       jumlah_art7_udb jumlah_art8_udb jumlah_art9_udb jumlah_art10up_udb jumlah_art_m_udb
                                       jumlah_keluarga1_udb jumlah_keluarga2_udb jumlah_keluarga3_udb
                                       jumlah_keluarga4up_udb jumlah_keluarga_m_udb luas_lantai_udb luas_lantai_m_udb
                                       jumlah_kamar0_udb jumlah_kamar1_udb jumlah_kamar2_udb jumlah_kamar3_udb
                                       jumlah_kamar4up_udb jumlah_kamar_m_udb luas_atb_udb luas_atb_m_udb sta_kawin_hoh_udb
                                       jumlah_jamkerja_hoh_udb age_hoh_udb male_hoh_udb pendidikan_tertinggi1_hoh_udb
                                       pendidikan_tertinggi2_hoh_udb pendidikan_tertinggi3_hoh_udb
                                       pendidikan_tertinggi4_hoh_udb pendidikan_tertinggi5_hoh_udb
                                       pendidikan_tertinggi6_hoh_udb pendidikan_tertinggi7_hoh_udb
                                       pendidikan_tertinggi8_hoh_udb pendidikan_tertinggi9_hoh_udb
                                       pendidikan_tertinggi10_hoh_udb pendidikan_tertinggi11_hoh_udb
                                       pendidikan_tertinggi12_hoh_udb kelas_tertinggi1_hoh_udb kelas_tertinggi2_hoh_udb
                                       kelas_tertinggi3_hoh_udb kelas_tertinggi4_hoh_udb kelas_tertinggi5_hoh_udb
                                       kelas_tertinggi6_hoh_udb kelas_tertinggi7_hoh_udb kelas_tertinggi8_hoh_udb
                                       kelas_tertinggi9_hoh_udb ijazah_tertinggi1_hoh_udb ijazah_tertinggi2_hoh_udb
                                       ijazah_tertinggi3_hoh_udb ijazah_tertinggi4_hoh_udb ijazah_tertinggi5_hoh_udb
                                       ijazah_tertinggi6_hoh_udb ijazah_tertinggi7_hoh_udb worked_hoh_udb
                                       lapangan_usaha1_hoh_udb lapangan_usaha2_hoh_udb lapangan_usaha3_hoh_udb
                                       lapangan_usaha4_hoh_udb lapangan_usaha5_hoh_udb lapangan_usaha6_hoh_udb
                                       lapangan_usaha7_hoh_udb lapangan_usaha8_hoh_udb lapangan_usaha9_hoh_udb
                                       lapangan_usaha10_hoh_udb lapangan_usaha11_hoh_udb lapangan_usaha12_hoh_udb
                                       lapangan_usaha13_hoh_udb lapangan_usaha14_hoh_udb lapangan_usaha15_hoh_udb
                                       lapangan_usaha16_hoh_udb lapangan_usaha17_hoh_udb lapangan_usaha18_hoh_udb
                                       lapangan_usaha19_hoh_udb lapangan_usaha20_hoh_udb lapangan_usaha21_hoh_udb
                                       status_pekerjaan1_hoh_udb status_pekerjaan2_hoh_udb status_pekerjaan3_hoh_udb
                                       status_pekerjaan4_hoh_udb status_pekerjaan5_hoh_udb status_pekerjaan6_hoh_udb
                                       status_pekerjaan7_hoh_udb status_pekerjaan8_hoh_udb status_pekerjaan_hoh_m_udb
                                       lapangan_usaha_hoh_m_udb ijazah_tertinggi_hoh_m_udb kelas_tertinggi_hoh_m_udb
                                       pendidikan_tertinggi_hoh_m_udb worked_hoh_m_udb jumlah_jamkerja_hoh_m_udb
                                       sta_kawin_hoh_m_udb male_hoh_m_udb age_hoh_m_udb num_in_hh1_udb num_in_hh2_udb
                                       num_in_hh3_udb num_in_hh4_udb num_in_hh5_udb num_in_hh6_udb num_in_hh7_udb
                                       num_in_hh8_udb num_in_hh9_udb num_in_hh10_udb num_in_hh11_udb num_in_hh12_udb
                                       max_edu_in_hh1_udb max_edu_in_hh2_udb max_edu_in_hh3_udb max_edu_in_hh4_udb
                                       max_edu_in_hh5_udb max_edu_in_hh6_udb max_edu_in_hh7_udb max_edu_in_hh8_udb
                                       max_edu_in_hh9_udb max_edu_in_hh10_udb max_edu_in_hh11_udb max_edu_in_hh12_udb
                                       max_grade_in_hh1_udb max_grade_in_hh2_udb max_grade_in_hh3_udb max_grade_in_hh4_udb
                                       max_grade_in_hh5_udb max_grade_in_hh6_udb max_grade_in_hh7_udb max_grade_in_hh8_udb
                                       max_grade_in_hh9_udb max_degree_in_hh1_udb max_degree_in_hh2_udb
                                       max_degree_in_hh3_udb max_degree_in_hh4_udb max_degree_in_hh5_udb
                                       max_degree_in_hh6_udb max_degree_in_hh7_udb max_degree_in_hh8_udb pregnant_hh_udb
                                       disability_hh_udb chronic_disease_hh_udb in_school_hh_udb work_hh_udb
                                       pregnant_hh_m_udb disability_hh_m_udb chronic_disease_hh_m_udb in_school_hh_m_udb
                                       work_hh_m_udb max_edu_in_hh_m_udb max_grade_in_hh_m_udb max_degree_in_hh_m_udb
                                       num_in_hh_m_udb 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum credit_mar18
Selected controls (22):                pkh_agent_mar18 mar16_useinternet_ind dist_himbara_bank_podes distance_atm_podes
                                       atap11_udb ada_ac_udb max_grade_in_hh8_udb 1b.finalstratum 2.finalstratum
                                       3.finalstratum 4.finalstratum 5.finalstratum 6.finalstratum 7.finalstratum
                                       8.finalstratum 9.finalstratum 10.finalstratum 11.finalstratum 12.finalstratum
                                       13.finalstratum 14.finalstratum 1000.finalstratum
  of which, amelioration set (16):     pkh_agent_mar18 1b.finalstratum 2.finalstratum 3.finalstratum 4.finalstratum
                                       5.finalstratum 6.finalstratum 7.finalstratum 8.finalstratum 9.finalstratum
                                       10.finalstratum 11.finalstratum 12.finalstratum 13.finalstratum 14.finalstratum
                                       1000.finalstratum
Unpenalized controls (1):              _cons

Structural equation:

OLS using CHS lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0726096   .0407522     1.78   0.075    -.0072632    .1524825
------------------------------------------------------------------------------

OLS using CHS post-lasso-orthogonalized vars
                                 (Std. err. adjusted for 102 clusters in KABU)
------------------------------------------------------------------------------
             |               Robust
   pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
-------------+----------------------------------------------------------------
     treated |   .0684936   .0402431     1.70   0.089    -.0103814    .1473686
------------------------------------------------------------------------------

OLS with PDS-selected variables and full regressor set
                                            (Std. err. adjusted for 102 clusters in KABU)
-----------------------------------------------------------------------------------------
                        |               Robust
              pkh_agent | Coefficient  std. err.      z    P>|z|     [95% conf. interval]
------------------------+----------------------------------------------------------------
                treated |   .0691088   .0409052     1.69   0.091     -.011064    .1492816
        pkh_agent_mar18 |   .7196487   .1514458     4.75   0.000     .4228204    1.016477
  mar16_useinternet_ind |  -.5149837   .2164957    -2.38   0.017    -.9393075     -.09066
dist_himbara_bank_podes |   .0013543   .0013783     0.98   0.326    -.0013471    .0040556
     distance_atm_podes |   .0048291   .0017635     2.74   0.006     .0013726    .0082856
             atap11_udb |    .243738   .2568781     0.95   0.343    -.2597337    .7472098
             ada_ac_udb |  -.2626753   .0632702    -4.15   0.000    -.3866825    -.138668
   max_grade_in_hh8_udb |  -.1082053    .080813    -1.34   0.181    -.2665959    .0501853
                        |
           finalstratum |
                     2  |  -.2088675   .0899428    -2.32   0.020    -.3851522   -.0325828
                     3  |  -.1386219   .0681079    -2.04   0.042     -.272111   -.0051329
                     4  |  -.0560462   .0980377    -0.57   0.568    -.2481966    .1361042
                     5  |  -.0810074   .1255669    -0.65   0.519    -.3271141    .1650993
                     6  |  -.0691935   .0953731    -0.73   0.468    -.2561214    .1177343
                     7  |  -.0568052    .083418    -0.68   0.496    -.2203014    .1066911
                     8  |  -.0291321   .0853955    -0.34   0.733    -.1965043    .1382401
                     9  |  -.1111622   .0733477    -1.52   0.130    -.2549211    .0325967
                    10  |  -.1092805   .0693099    -1.58   0.115    -.2451254    .0265643
                    11  |  -.0657586   .0887852    -0.74   0.459    -.2397743    .1082572
                    12  |  -.1114414   .0693396    -1.61   0.108    -.2473444    .0244617
                    13  |  -.0407172   .0940414    -0.43   0.665     -.225035    .1436005
                    14  |  -.0481189   .0760612    -0.63   0.527    -.1971961    .1009582
                  1000  |   .0180891   .0777343     0.23   0.816    -.1342673    .1704455
                        |
                  _cons |   .2334601   .0540551     4.32   0.000     .1275141    .3394061
-----------------------------------------------------------------------------------------
Standard errors and test statistics valid for the following variables only:
    treated
------------------------------------------------------------------------------

    Variable |        Obs        Mean    Std. dev.       Min        Max
-------------+---------------------------------------------------------
   pkh_agent |      2,735    .2361974    .4248225          0          1

added scalar:
       e(control_mean) =  .23619744

added scalar:
                e(obs) =  4172

added macro:
            e(stratum) : "Yes"

added macro:
              e(lasso) : "Yes"

. 
. 
. // We want to create a plot for the PKH results
. 
.   * Compute the mean for treatment group
.   summarize pkh_receipt if treated == 1 & pmt30 == 1 & num_agents_mar18 == 0, meanonly

.   local treatment_mean_receipt = r(mean)

.   summarize pkh_agent if treated == 1 & pmt30 == 1 & num_agents_mar18 == 0, meanonly

.   local treatment_mean_agent = r(mean)

. 
.   * Compute the control value as the mean minus treatment effect
.   local control_value_receipt = `treatment_mean_receipt' - `treatment_effect_pkh_receipt'

.   local control_value_agent = `treatment_mean_agent' - `treatment_effect_pkh_agent'

. 
.   * Compute the confidence interval for the difference in means
.   local lower_ci_receipt = `control_value_receipt' - 1.645 * `se_pkh_receipt'

.   local upper_ci_receipt = `control_value_receipt' + 1.645 * `se_pkh_receipt'

. 
.   local lower_ci_agent = `control_value_agent' - 1.645 * `se_pkh_agent'

.   local upper_ci_agent = `control_value_agent' + 1.645 * `se_pkh_agent'

. 
. 
. 
.   * Create a matrix to store values
.   matrix pkh_values = J(4, 5, .)

. 
.   * Extract numeric values from local macros and assign to matrix elements
.   matrix pkh_values[1, 1] = real("`treatment_mean_receipt'")

.   matrix pkh_values[2, 1] = real("`treatment_mean_agent'")

.   matrix pkh_values[3, 1] = real("`control_value_receipt'")

.   matrix pkh_values[4, 1] = real("`control_value_agent'")

. 
.   * Compute confidence intervals and store in matrix
.   matrix pkh_values[3, 2] = real("`lower_ci_receipt'")

.   matrix pkh_values[3, 3] = real("`upper_ci_receipt'")

.   matrix pkh_values[4, 2] = real("`lower_ci_agent'")

.   matrix pkh_values[4, 3] = real("`upper_ci_agent'")

. 
.   * Compute confidence intervals and store in matrix
.   matrix pkh_values[1, 4] = 1

.   matrix pkh_values[2, 4] = 2

.   matrix pkh_values[3, 4] = 1

.   matrix pkh_values[4, 4] = 2

. 
.   * Compute confidence intervals and store in matrix
.   matrix pkh_values[1, 5] = 1

.   matrix pkh_values[2, 5] = 1

.   matrix pkh_values[3, 5] = 2

.   matrix pkh_values[4, 5] = 2

. 
.   * Save matrix as dataset
.   clear

.   svmat pkh_values
number of observations will be reset to 4
Press any key to continue, or Break to abort
Number of observations (_N) was 0, now 4.

. browse

. rename pkh_values1 value

. rename pkh_values2 ci_moins

. rename pkh_values3 ci_plus

. rename pkh_values4 outcome

. rename pkh_values5 group

. 
. * Create a variable to group Treatment 1 and Treatment 2
. gen outcomegroup = outcome

. replace outcomegroup = outcome + 2.4 if outcome > 1
(2 real changes made)

. replace outcomegroup = outcomegroup + 1.2 if group == 2
(2 real changes made)

. 
. * Bar plot with gaps
. graph twoway (bar value outcomegroup if group==1,color(maroon) fintensity(inten60)) ///
>  (bar value outcomegroup if group==2,color(navy) fintensity(inten60)) ///
>  (rcap ci_plus ci_moins outcomegroup), ///
>   legend(order (1 "Voucher Mean" 2 "Counterfactual Mean" 3 "CI - 90%")) ///
>  xlabel(1.6 "PKH Receipt" 4.95 "PKH Delivered by Bank Agent", noticks) ///
>  ytitle("Proportion of Beneficiaries") ///
>  yscale(range(0 1)) ylabel(0 0.2 0.4 0.6 0.8 1) xtitle("")

. 
. graph export "/Users/clotairemit.edu/Dropbox (MIT)/J-PAL Raskin Transition/10_Analysis&Results/Agent Experiment Analysis/
> 04_Output_Clotaire/20210226_finance_tables/figures/pkh.png", replace
file /Users/clotairemit.edu/Dropbox (MIT)/J-PAL Raskin Transition/10_Analysis&Results/Agent Experiment
    Analysis/04_Output_Clotaire/20210226_finance_tables/figures/pkh.png saved as PNG format

. 
. 
. cap log close
